Awesome Python

Hand-picked awesome Python libraries and frameworks, organised by category 🐍

Interactive version: www.awesomepython.org

Updated 08 Jan 2025

Newly Created Repositories

Awesome Python is regularly updated, and this category lists the most recently created GitHub repositories from all the other repositories here.

deepseek-ai/DeepSeek-V3 ⭐ 16,791
A strong Mixture-of-Experts (MoE) language model with 671B total parameters with 37B activated for each token.
tencent/HunyuanVideo ⭐ 7,111
HunyuanVideo: A Systematic Framework For Large Video Generation Model
🔗 aivideo.hunyuan.tencent.com
microsoft/TRELLIS ⭐ 6,109
A large 3D asset generation model. It takes in text or image prompts and generates high-quality 3D assets in various formats, such as Radiance Fields, 3D Gaussians, and meshes.
🔗 trellis3d.github.io
virattt/ai-hedge-fund ⭐ 5,794
AI-powered hedge fund. The goal of this project is to explore the use of AI to make trading decisions.
cyclotruc/gitingest ⭐ 4,351
Turn any Git repository into a prompt-friendly text ingest for LLMs.
🔗 gitingest.com
huggingface/smolagents ⭐ 3,695
🤗 smolagents: a barebones library for agents. Agents write python code to call tools and orchestrate other agents.
🔗 huggingface.co/docs/smolagents
facebookresearch/large_concept_model ⭐ 1,471
Large Concept Models: Language modeling in a sentence representation space
thytu/Agentarium ⭐ 747
Framework for managing and orchestrating AI agents with ease. Agentarium provides a flexible and intuitive way to create, manage, and coordinate interactions between multiple AI agents in various environments.
polymathicai/the_well ⭐ 703
15TB of Physics Simulations: collection of machine learning datasets containing numerical simulations of a wide variety of spatiotemporal physical systems.
🔗 polymathic-ai.org/the_well
neuml/annotateai ⭐ 240
Automatically annotates papers using Large Language Models (LLMs)

Code Quality

Code quality tooling: linters, formatters, pre-commit hooks, unused code removal.

psf/black ⭐ 39,403
The uncompromising Python code formatter
🔗 black.readthedocs.io/en/stable
astral-sh/ruff ⭐ 34,331
An extremely fast Python linter and code formatter, written in Rust.
🔗 docs.astral.sh/ruff
google/yapf ⭐ 13,817
A formatter for Python files
pre-commit/pre-commit ⭐ 13,179
A framework for managing and maintaining multi-language pre-commit hooks.
🔗 pre-commit.com
sqlfluff/sqlfluff ⭐ 8,413
A modular SQL linter and auto-formatter with support for multiple dialects and templated code.
🔗 www.sqlfluff.com
pycqa/isort ⭐ 6,553
A Python utility / library to sort imports.
🔗 pycqa.github.io/isort
davidhalter/jedi ⭐ 5,847
Awesome autocompletion, static analysis and refactoring library for python
🔗 jedi.readthedocs.io
pycqa/pylint ⭐ 5,364
It's not just a linter that annoys you!
🔗 pylint.readthedocs.io/en/latest
asottile/pyupgrade ⭐ 3,650
A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.
jendrikseipp/vulture ⭐ 3,600
Find dead Python code
pycqa/flake8 ⭐ 3,502
flake8 is a python tool that glues together pycodestyle, pyflakes, mccabe, and third-party plugins to check the style and quality of some python code.
🔗 flake8.pycqa.org
wemake-services/wemake-python-styleguide ⭐ 2,633
The strictest and most opinionated python linter ever!
🔗 wemake-python-styleguide.rtfd.io
python-lsp/python-lsp-server ⭐ 2,017
Fork of the python-language-server project, maintained by the Spyder IDE team and the community
codespell-project/codespell ⭐ 1,974
check code for common misspellings
sourcery-ai/sourcery ⭐ 1,578
Instant AI code reviews
🔗 sourcery.ai
tconbeer/sqlfmt ⭐ 423
sqlfmt formats your dbt SQL files so you don't have to
🔗 sqlfmt.com

Crypto and Blockchain

Cryptocurrency and blockchain libraries: trading bots, API integration, Ethereum virtual machine, solidity.

freqtrade/freqtrade ⭐ 34,099
Free, open source crypto trading bot
🔗 www.freqtrade.io
ccxt/ccxt ⭐ 33,931
A JavaScript / TypeScript / Python / C# / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges
🔗 docs.ccxt.com
crytic/slither ⭐ 5,425
Static Analyzer for Solidity and Vyper
🔗 blog.trailofbits.com/2018/10/19/slither-a-solidity-static-analysis-framework
ethereum/web3.py ⭐ 5,103
A python interface for interacting with the Ethereum blockchain and ecosystem.
🔗 web3py.readthedocs.io
ethereum/consensus-specs ⭐ 3,610
Ethereum Proof-of-Stake Consensus Specifications
cyberpunkmetalhead/Binance-volatility-trading-bot ⭐ 3,438
This is a fully functioning Binance trading bot that measures the volatility of every coin on Binance and places trades with the highest gaining coins If you like this project consider donating though the Brave browser to allow me to continuously improve the script.
bmoscon/cryptofeed ⭐ 2,305
Cryptocurrency Exchange Websocket Data Feed Handler
ethereum/py-evm ⭐ 2,296
A Python implementation of the Ethereum Virtual Machine
🔗 py-evm.readthedocs.io/en/latest
binance/binance-public-data ⭐ 1,639
Details on how to get Binance public data
ofek/bit ⭐ 1,258
Bitcoin made easy.
🔗 ofek.dev/bit
man-c/pycoingecko ⭐ 1,058
Python wrapper for the CoinGecko API
palkeo/panoramix ⭐ 822
Ethereum decompiler
dylanhogg/awesome-crypto ⭐ 71
A list of awesome crypto and blockchain projects
🔗 www.awesomecrypto.xyz

Data

General data libraries: data processing, serialisation, formats, databases, SQL, connectors, web crawlers, data generation/augmentation/checks.

scrapy/scrapy ⭐ 53,715
Scrapy, a fast high-level web crawling & scraping framework for Python.
🔗 scrapy.org
apache/spark ⭐ 40,295
Apache Spark - A unified analytics engine for large-scale data processing
🔗 spark.apache.org
microsoft/markitdown ⭐ 32,671
A utility for converting files to Markdown, supports: PDF, PPT, Word, Excel, Images etc
mindsdb/mindsdb ⭐ 27,032
AGI's query engine - Platform for building AI that can learn and answer questions over federated data.
🔗 mindsdb.com
getredash/redash ⭐ 26,704
Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
🔗 redash.io
jaidedai/EasyOCR ⭐ 25,091
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
🔗 www.jaided.ai
qdrant/qdrant ⭐ 21,242
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
🔗 qdrant.tech
humansignal/label-studio ⭐ 20,092
Label Studio is an open source data labeling tool. It lets you label data types like audio, text, images, videos, and time series with a simple and straightforward UI and export to various model formats.
🔗 labelstud.io
joke2k/faker ⭐ 17,898
Faker is a Python package that generates fake data for you.
🔗 faker.readthedocs.io
avaiga/taipy ⭐ 17,561
Turns Data and AI algorithms into production-ready web applications in no time.
🔗 www.taipy.io
ds4sd/docling ⭐ 17,528
Docling parses documents and exports them to the desired format with ease and speed.
🔗 ds4sd.github.io/docling
airbytehq/airbyte ⭐ 16,691
The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.
🔗 airbyte.com
chroma-core/chroma ⭐ 16,574
the AI-native open-source embedding database
🔗 www.trychroma.com
binux/pyspider ⭐ 16,523
A Powerful Spider(Web Crawler) System in Python.
🔗 docs.pyspider.org
twintproject/twint ⭐ 15,911
An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.
tiangolo/sqlmodel ⭐ 14,949
SQL databases in Python, designed for simplicity, compatibility, and robustness.
🔗 sqlmodel.tiangolo.com
apache/arrow ⭐ 14,810
Apache Arrow is the universal columnar format and multi-language toolbox for fast data interchange and in-memory analytics
🔗 arrow.apache.org
redis/redis-py ⭐ 12,773
Redis Python client
pathwaycom/pathway ⭐ 12,339
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
🔗 pathway.com
weaviate/weaviate ⭐ 11,971
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
🔗 weaviate.io/developers/weaviate
coleifer/peewee ⭐ 11,306
a small, expressive orm -- supports postgresql, mysql, sqlite and cockroachdb
🔗 docs.peewee-orm.com
s0md3v/Photon ⭐ 11,155
Incredibly fast crawler designed for OSINT.
sqlalchemy/sqlalchemy ⭐ 9,875
The Database Toolkit for Python
🔗 www.sqlalchemy.org
simonw/datasette ⭐ 9,699
An open source multi-tool for exploring and publishing data
🔗 datasette.io
bigscience-workshop/petals ⭐ 9,333
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
🔗 petals.dev
voxel51/fiftyone ⭐ 9,039
Refine high-quality datasets and visual AI models
🔗 fiftyone.ai
yzhao062/pyod ⭐ 8,722
A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
🔗 pyod.readthedocs.io
gristlabs/grist-core ⭐ 7,467
Grist is the evolution of spreadsheets.
🔗 www.getgrist.com
tobymao/sqlglot ⭐ 6,941
Python SQL Parser and Transpiler
🔗 sqlglot.com
alirezamika/autoscraper ⭐ 6,564
A Smart, Automatic, Fast and Lightweight Web Scraper for Python
kaggle/kaggle-api ⭐ 6,376
Official Kaggle API
madmaze/pytesseract ⭐ 5,949
A Python wrapper for Google Tesseract
vi3k6i5/flashtext ⭐ 5,605
Extract Keywords from sentence or Replace keywords in sentences.
airbnb/knowledge-repo ⭐ 5,495
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
ibis-project/ibis ⭐ 5,424
Ibis is a Python library that provides a lightweight, universal interface for data wrangling. It helps Python users explore and transform data of any size, stored anywhere.
🔗 ibis-project.org
lancedb/lancedb ⭐ 5,203
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
🔗 lancedb.github.io/lancedb
facebookresearch/AugLy ⭐ 4,981
A data augmentations library for audio, image, text, and video.
🔗 ai.facebook.com/blog/augly-a-new-data-augmentation-library-to-help-build-more-robust-ai-models
superduperdb/superduper ⭐ 4,896
Superduper: Build end-to-end AI applications and agent workflows on your existing data infrastructure and preferred tools - without migrating your data.
🔗 superduper.io
jazzband/tablib ⭐ 4,650
Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.
🔗 tablib.readthedocs.io
lk-geimfari/mimesis ⭐ 4,468
Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.
🔗 mimesis.name
amundsen-io/amundsen ⭐ 4,466
Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.
🔗 www.amundsen.io/amundsen
cyclotruc/gitingest ⭐ 4,351
Turn any Git repository into a prompt-friendly text ingest for LLMs.
🔗 gitingest.com
giskard-ai/giskard ⭐ 4,197
🐢 Open-Source Evaluation & Testing for AI & LLM systems
🔗 docs.giskard.ai
mongodb/mongo-python-driver ⭐ 4,171
PyMongo - the Official MongoDB Python driver
🔗 www.mongodb.com/docs/languages/python/pymongo-driver/current
rom1504/img2dataset ⭐ 3,833
Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.
andialbrecht/sqlparse ⭐ 3,790
A non-validating SQL parser module for Python
jmcnamara/XlsxWriter ⭐ 3,687
A Python module for creating Excel XLSX files.
🔗 xlsxwriter.readthedocs.io
deepchecks/deepchecks ⭐ 3,661
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
🔗 docs.deepchecks.com/stable
praw-dev/praw ⭐ 3,558
PRAW, an acronym for "Python Reddit API Wrapper", is a python package that allows for simple access to Reddit's API.
🔗 praw.readthedocs.io
run-llama/llama-hub ⭐ 3,463
A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain
🔗 llamahub.ai
rapidai/RapidOCR ⭐ 3,327
📄 Awesome OCR multiple programing languages toolkits based on ONNXRuntime, OpenVINO and PaddlePaddle.
🔗 rapidai.github.io/rapidocrdocs
pyeve/cerberus ⭐ 3,182
Lightweight, extensible data validation library for Python
🔗 python-cerberus.org
zoomeranalytics/xlwings ⭐ 3,045
xlwings is a Python library that makes it easy to call Python from Excel and vice versa. It works with Excel on Windows and macOS as well as with Google Sheets and Excel on the web.
🔗 www.xlwings.org
docarray/docarray ⭐ 3,002
Represent, send, store and search multimodal data
🔗 docs.docarray.org
sqlalchemy/alembic ⭐ 2,980
A database migrations tool for SQLAlchemy.
pallets/itsdangerous ⭐ 2,953
Safely pass trusted data to untrusted environments and back.
🔗 itsdangerous.palletsprojects.com
datafold/data-diff ⭐ 2,951
Compare tables within or across databases
🔗 docs.datafold.com
goldsmith/Wikipedia ⭐ 2,906
A Pythonic wrapper for the Wikipedia API
🔗 wikipedia.readthedocs.org
dlt-hub/dlt ⭐ 2,902
data load tool (dlt) is an open source Python library that makes data loading easy 🛠️
🔗 dlthub.com/docs
awslabs/amazon-redshift-utils ⭐ 2,781
Amazon Redshift Utils contains utilities, scripts and view which are useful in a Redshift environment
kayak/pypika ⭐ 2,584
PyPika is a python SQL query builder that exposes the full richness of the SQL language using a syntax that reflects the resulting query. PyPika excels at all sorts of SQL queries but is especially useful for data analysis.
🔗 pypika.readthedocs.io/en/latest
pynamodb/PynamoDB ⭐ 2,469
A pythonic interface to Amazon's DynamoDB
🔗 pynamodb.readthedocs.io
sdv-dev/SDV ⭐ 2,434
Synthetic data generation for tabular data
🔗 docs.sdv.dev/sdv
mlabonne/llm-datasets ⭐ 2,332
High-quality datasets, tools, and concepts for LLM fine-tuning.
uqfoundation/dill ⭐ 2,295
serialize all of Python
🔗 dill.rtfd.io
emirozer/fake2db ⭐ 2,285
Generate fake but valid data filled databases for test purposes using most popular patterns(AFAIK). Current support is sqlite, mysql, postgresql, mongodb, redis, couchdb.
samuelcolvin/arq ⭐ 2,231
Fast job queuing and RPC in python with asyncio and redis.
🔗 arq-docs.helpmanual.io
pikepdf/pikepdf ⭐ 2,226
A Python library for reading and writing PDF, powered by QPDF
🔗 pikepdf.readthedocs.io
graphistry/pygraphistry ⭐ 2,195
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
accenture/AmpliGraph ⭐ 2,176
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
huggingface/datatrove ⭐ 2,141
DataTrove is a library to process, filter and deduplicate text data at a very large scale. It provides a set of prebuilt commonly used processing blocks with a framework to easily add custom functionality
sfu-db/connector-x ⭐ 2,057
Fastest library to load data from DB to DataFrames in Rust and Python
🔗 sfu-db.github.io/connector-x
aminalaee/sqladmin ⭐ 1,983
SQLAlchemy Admin for FastAPI and Starlette
🔗 aminalaee.dev/sqladmin
milvus-io/bootcamp ⭐ 1,962
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
🔗 milvus.io
agronholm/sqlacodegen ⭐ 1,948
Automatic model code generator for SQLAlchemy
uber/petastorm ⭐ 1,809
Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.
aio-libs/aiomysql ⭐ 1,773
aiomysql is a library for accessing a MySQL database from the asyncio
🔗 aiomysql.rtfd.io
simonw/sqlite-utils ⭐ 1,727
Python CLI utility and library for manipulating SQLite databases
🔗 sqlite-utils.datasette.io
simple-salesforce/simple-salesforce ⭐ 1,718
A very simple Salesforce.com REST API client for Python
collerek/ormar ⭐ 1,690
python async orm with fastapi in mind and pydantic validation
🔗 collerek.github.io/ormar
zarr-developers/zarr-python ⭐ 1,558
An implementation of chunked, compressed, N-dimensional arrays for Python.
🔗 zarr.readthedocs.io
eleutherai/the-pile ⭐ 1,520
The Pile is a large, diverse, open source language modelling data set that consists of many smaller datasets combined together.
ydataai/ydata-synthetic ⭐ 1,473
Synthetic data generators for tabular and time-series data
🔗 docs.synthetic.ydata.ai
scholarly-python-package/scholarly ⭐ 1,466
Retrieve author and publication information from Google Scholar in a friendly, Pythonic way without having to worry about CAPTCHAs!
🔗 scholarly.readthedocs.io
sdispater/orator ⭐ 1,423
The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
🔗 orator-orm.com
mchong6/JoJoGAN ⭐ 1,423
Official PyTorch repo for JoJoGAN: One Shot Face Stylization
google/tensorstore ⭐ 1,369
Library for reading and writing large multi-dimensional arrays.
🔗 google.github.io/tensorstore
quixio/quix-streams ⭐ 1,255
Python stream processing for Kafka
🔗 docs.quix.io
aio-libs/aiocache ⭐ 1,191
Asyncio cache manager for redis, memcached and memory
🔗 aiocache.readthedocs.io
eliasdabbas/advertools ⭐ 1,168
advertools - online marketing productivity and analysis tools
🔗 advertools.readthedocs.io
pytorch/data ⭐ 1,152
A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.
d-star-ai/dsRAG ⭐ 1,105
A retrieval engine for unstructured data. It is especially good at handling challenging queries over dense text, like financial reports, legal documents, and academic papers.
brettkromkamp/contextualise ⭐ 1,061
Contextualise is an effective tool particularly suited for organising information-heavy projects and activities consisting of unstructured and widely diverse data and information resources
🔗 contextualise.dev
uber/fiber ⭐ 1,041
Distributed Computing for AI Made Simple
🔗 uber.github.io/fiber
intake/intake ⭐ 1,019
Intake is a lightweight package for finding, investigating, loading and disseminating data.
🔗 intake.readthedocs.io
duckdb/dbt-duckdb ⭐ 961
dbt (http://getdbt.com) adapter for DuckDB (http://duckdb.org)
goccy/bigquery-emulator ⭐ 872
BigQuery emulator provides a way to launch a BigQuery server on your local machine for testing and development.
scikit-hep/awkward ⭐ 854
Manipulate JSON-like data with NumPy-like idioms.
🔗 awkward-array.org
macbre/sql-metadata ⭐ 821
Uses tokenized query returned by python-sqlparse and generates query metadata
🔗 pypi.python.org/pypi/sql-metadata
koaning/human-learn ⭐ 800
Natural Intelligence is still a pretty good idea.
🔗 koaning.github.io/human-learn
googleapis/python-bigquery ⭐ 749
Python Client for Google BigQuery
igorbenav/fastcrud ⭐ 735
FastCRUD is a Python package for FastAPI, offering robust async CRUD operations and flexible endpoint creation utilities.
hyperqueryhq/whale ⭐ 725
🐳 The stupidly simple CLI workspace for your data warehouse.
🔗 rsyi.gitbook.io/whale
dgarnitz/vectorflow ⭐ 682
VectorFlow is a high volume vector embedding pipeline that ingests raw data, transforms it into vectors and writes it to a vector DB of your choice.
🔗 www.getvectorflow.com
kagisearch/vectordb ⭐ 661
A minimal Python package for storing and retrieving text using chunking, embeddings, and vector search.
🔗 vectordb.com
weaviate/recipes ⭐ 629
This repository shares end-to-end notebooks on how to use various Weaviate features and integrations!
unstructured-io/unstructured-api ⭐ 612
API for Open-Source Pre-Processing Tools for Unstructured Data
jina-ai/vectordb ⭐ 581
A Python vector database you just need - no more, no less.
koaning/bulk ⭐ 559
Bulk is a quick UI developer tool to apply some bulk labels.
apache/iceberg-python ⭐ 539
PyIceberg is a Python library for programmatic access to Iceberg table metadata as well as to table data in Iceberg format.
🔗 py.iceberg.apache.org
koaning/doubtlab ⭐ 507
Doubt your data, find bad labels.
🔗 koaning.github.io/doubtlab
titan-systems/titan ⭐ 444
Snowflake infrastructure-as-code. Provision environments, automate deploys, CI/CD. Manage RBAC, users, roles, and data access. Declarative Python Resource API.
stackloklabs/promptwright ⭐ 357
Promptwright is a Python library designed for generating large synthetic datasets using LLMs

Debugging

Debugging and tracing tools.

cool-rr/PySnooper ⭐ 16,412
Never use print for debugging again
gruns/icecream ⭐ 9,403
🍦 Never use print() to debug again.
shobrook/rebound ⭐ 4,119
Get Stack Overflow results in your terminal whenever an error is thrown
inducer/pudb ⭐ 3,013
Full-screen console debugger for Python
🔗 documen.tician.de/pudb
gotcha/ipdb ⭐ 1,876
Integration of IPython pdb
alexmojaki/heartrate ⭐ 1,772
Simple real time visualisation of the execution of a Python program.
alexmojaki/birdseye ⭐ 1,662
Graphical Python debugger which lets you easily view the values of all evaluated expressions
🔗 birdseye.readthedocs.io
pdbpp/pdbpp ⭐ 1,321
pdb++, a drop-in replacement for pdb (the Python debugger)
alexmojaki/snoop ⭐ 1,305
A powerful set of Python debugging tools, based on PySnooper
samuelcolvin/python-devtools ⭐ 1,001
Dev tools for python
🔗 python-devtools.helpmanual.io

Diffusion Text to Image

Text-to-image diffusion model libraries, tools and apps for generating images from natural language.

automatic1111/stable-diffusion-webui ⭐ 145,457
Stable Diffusion web UI
compvis/stable-diffusion ⭐ 69,053
A latent text-to-image diffusion model
🔗 ommer-lab.com/research/latent-diffusion-models
comfyanonymous/ComfyUI ⭐ 62,658
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
🔗 www.comfy.org
stability-ai/stablediffusion ⭐ 39,694
High-Resolution Image Synthesis with Latent Diffusion Models
lllyasviel/ControlNet ⭐ 31,129
Let us control diffusion models!
huggingface/diffusers ⭐ 26,996
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.
🔗 huggingface.co/docs/diffusers
invoke-ai/InvokeAI ⭐ 24,094
Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.
🔗 invoke-ai.github.io/invokeai
apple/ml-stable-diffusion ⭐ 17,048
Stable Diffusion with Core ML on Apple Silicon
borisdayma/dalle-mini ⭐ 14,775
DALL·E Mini - Generate images from a text prompt
🔗 www.craiyon.com
openbmb/MiniCPM-V ⭐ 13,016
MiniCPM-V 2.6: A GPT-4V Level MLLM for Single Image, Multi Image and Video on Your Phone
divamgupta/diffusionbee-stable-diffusion-ui ⭐ 12,848
Diffusion Bee is the easiest way to run Stable Diffusion locally on your M1 Mac. Comes with a one-click installer. No dependencies or technical knowledge needed.
🔗 diffusionbee.com
compvis/latent-diffusion ⭐ 12,167
High-Resolution Image Synthesis with Latent Diffusion Models
instantid/InstantID ⭐ 11,277
InstantID: Zero-shot Identity-Preserving Generation in Seconds 🔥
🔗 instantid.github.io
lucidrains/DALLE2-pytorch ⭐ 11,198
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
facebookresearch/dinov2 ⭐ 9,578
PyTorch code and models for the DINOv2 self-supervised learning method.
ashawkey/stable-dreamfusion ⭐ 8,400
Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.
carson-katri/dream-textures ⭐ 7,888
Stable Diffusion built-in to Blender
xavierxiao/Dreambooth-Stable-Diffusion ⭐ 7,647
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
idea-research/GroundingDINO ⭐ 7,127
[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
🔗 arxiv.org/abs/2303.05499
opengvlab/InternVL ⭐ 6,669
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型
🔗 internvl.readthedocs.io/en/latest
timothybrooks/instruct-pix2pix ⭐ 6,469
PyTorch implementation of InstructPix2Pix, an instruction-based image editing model, based on the original CompVis/stable_diffusion repo.
openai/consistency_models ⭐ 6,228
Official repo for consistency models.
salesforce/BLIP ⭐ 4,943
PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
nateraw/stable-diffusion-videos ⭐ 4,484
Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts
lkwq007/stablediffusion-infinity ⭐ 3,866
Outpainting with Stable Diffusion on an infinite canvas
jina-ai/discoart ⭐ 3,846
🪩 Create Disco Diffusion artworks in one line
mlc-ai/web-stable-diffusion ⭐ 3,625
Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.
🔗 mlc.ai/web-stable-diffusion
openai/glide-text2im ⭐ 3,567
GLIDE: a diffusion-based text-conditional image synthesis model
openai/improved-diffusion ⭐ 3,376
Release for Improved Denoising Diffusion Probabilistic Models
saharmor/dalle-playground ⭐ 2,770
A playground to generate images from any text prompt using Stable Diffusion (past: using DALL-E Mini)
google-research/big_vision ⭐ 2,500
Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.
stability-ai/stability-sdk ⭐ 2,427
SDK for interacting with stability.ai APIs (e.g. stable diffusion inference)
🔗 platform.stability.ai
thudm/CogVLM2 ⭐ 2,192
GPT4V-level open-source multi-modal model based on Llama3-8B
coyote-a/ultimate-upscale-for-automatic1111 ⭐ 1,678
Ultimate SD Upscale extension for AUTOMATIC1111 Stable Diffusion web UI
open-compass/VLMEvalKit ⭐ 1,627
Open-source evaluation toolkit of large vision-language models (LVLMs), support 160+ VLMs, 50+ benchmarks
🔗 huggingface.co/spaces/opencompass/open_vlm_leaderboard
divamgupta/stable-diffusion-tensorflow ⭐ 1,593
Stable Diffusion in TensorFlow / Keras
nvlabs/prismer ⭐ 1,304
The implementation of "Prismer: A Vision-Language Model with Multi-Task Experts".
🔗 shikun.io/projects/prismer
chenyangqiqi/FateZero ⭐ 1,126
[ICCV 2023 Oral] "FateZero: Fusing Attentions for Zero-shot Text-based Video Editing"
🔗 fate-zero-edit.github.io
thereforegames/unprompted ⭐ 786
Templating language written for Stable Diffusion workflows. Available as an extension for the Automatic1111 WebUI.
tanelp/tiny-diffusion ⭐ 691
A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.
sharonzhou/long_stable_diffusion ⭐ 683
Long-form text-to-images generation, using a pipeline of deep generative models (GPT-3 and Stable Diffusion)
laion-ai/dalle2-laion ⭐ 500
Pretrained Dalle2 from laion

Finance

Financial and quantitative libraries: investment research tools, market data, algorithmic trading, backtesting, financial derivatives.

openbb-finance/OpenBB ⭐ 34,753
Investment Research for Everyone, Everywhere.
🔗 openbb.co
quantopian/zipline ⭐ 17,897
Zipline, a Pythonic Algorithmic Trading Library
🔗 www.zipline.io
microsoft/qlib ⭐ 15,919
Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, ...
🔗 qlib.readthedocs.io/en/latest
mementum/backtrader ⭐ 15,379
Python Backtesting library for trading strategies
🔗 www.backtrader.com
ranaroussi/yfinance ⭐ 15,313
Download market data from Yahoo! Finance's API
🔗 aroussi.com/post/python-yahoo-finance
ai4finance-foundation/FinGPT ⭐ 14,579
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
🔗 ai4finance.org
ai4finance-foundation/FinRL ⭐ 10,373
FinRL: Financial Reinforcement Learning. 🔥
🔗 ai4finance.org
quantconnect/Lean ⭐ 10,224
Lean Algorithmic Trading Engine by QuantConnect (Python, C#)
🔗 lean.io
ta-lib/ta-lib-python ⭐ 9,989
Python wrapper for TA-Lib (http://ta-lib.org/).
🔗 ta-lib.github.io/ta-lib-python
goldmansachs/gs-quant ⭐ 8,121
Python toolkit for quantitative finance
🔗 developer.gs.com/discover/products/gs-quant
virattt/ai-hedge-fund ⭐ 5,794
AI-powered hedge fund. The goal of this project is to explore the use of AI to make trading decisions.
quantopian/pyfolio ⭐ 5,774
Portfolio and risk analytics in Python
🔗 quantopian.github.io/pyfolio
kernc/backtesting.py ⭐ 5,735
🔎 📈 🐍 💰 Backtest trading strategies in Python.
🔗 kernc.github.io/backtesting.py
twopirllc/pandas-ta ⭐ 5,628
Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 150+ Indicators
🔗 twopirllc.github.io/pandas-ta
ranaroussi/quantstats ⭐ 5,140
Portfolio analytics for quants, written in Python
google/tf-quant-finance ⭐ 4,635
High-performance TensorFlow library for quantitative finance.
polakowo/vectorbt ⭐ 4,622
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
🔗 vectorbt.dev
gbeced/pyalgotrade ⭐ 4,459
Python Algorithmic Trading Library
🔗 gbeced.github.io/pyalgotrade
borisbanushev/stockpredictionai ⭐ 4,387
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Networ...
matplotlib/mplfinance ⭐ 3,790
Financial Markets Data Visualization using Matplotlib
🔗 pypi.org/project/mplfinance
cuemacro/finmarketpy ⭐ 3,491
Python library for backtesting trading strategies & analyzing financial markets (formerly pythalesians)
🔗 www.cuemacro.com
quantopian/alphalens ⭐ 3,471
Performance analysis of predictive (alpha) stock factors
🔗 quantopian.github.io/alphalens
zvtvz/zvt ⭐ 3,331
modular quant framework.
🔗 zvt.readthedocs.io/en/latest
robcarver17/pysystemtrade ⭐ 2,716
Systematic Trading in python
quantopian/research_public ⭐ 2,476
Quantitative research and educational materials
🔗 www.quantopian.com/lectures
pmorissette/bt ⭐ 2,339
bt - flexible backtesting for Python
🔗 pmorissette.github.io/bt
domokane/FinancePy ⭐ 2,203
A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.
blankly-finance/blankly ⭐ 2,192
🚀 💸 Easily build, backtest and deploy your algo in just a few lines of code. Trade stocks, cryptos, and forex across exchanges w/ one package.
🔗 package.blankly.finance
pmorissette/ffn ⭐ 2,078
ffn - a financial function library for Python
🔗 pmorissette.github.io/ffn
cuemacro/findatapy ⭐ 1,730
Python library to download market data via Bloomberg, Eikon, Quandl, Yahoo etc.
quantopian/empyrical ⭐ 1,322
Common financial risk and performance metrics. Used by zipline and pyfolio.
🔗 quantopian.github.io/empyrical
idanya/algo-trader ⭐ 806
Trading bot with support for realtime trading, backtesting, custom strategies and much more.
gbeced/basana ⭐ 616
A Python async and event driven framework for algorithmic trading, with a focus on crypto currencies.
chancefocus/PIXIU ⭐ 586
This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

Game Development

Game development tools, engines and libraries.

kitao/pyxel ⭐ 15,631
A retro game engine for Python
pygame/pygame ⭐ 7,644
🐍🎮 pygame (the library) is a Free and Open Source python programming language library for making multimedia applications like games built on top of the excellent SDL library. C, Python, Native, OpenGL.
🔗 www.pygame.org
microsoft/TRELLIS ⭐ 6,109
A large 3D asset generation model. It takes in text or image prompts and generates high-quality 3D assets in various formats, such as Radiance Fields, 3D Gaussians, and meshes.
🔗 trellis3d.github.io
panda3d/panda3d ⭐ 4,601
Powerful, mature open-source cross-platform game engine for Python and C++, developed by Disney and CMU
🔗 www.panda3d.org
pokepetter/ursina ⭐ 2,248
A game engine powered by python and panda3d.
🔗 pokepetter.github.io/ursina
pyglet/pyglet ⭐ 1,925
pyglet is a cross-platform windowing and multimedia library for Python, for developing games and other visually rich applications.
🔗 pyglet.org
pythonarcade/arcade ⭐ 1,725
Easy to use Python library for creating 2D arcade games.
🔗 arcade.academy

GIS

Geospatial libraries: raster and vector data formats, interactive mapping and visualisation, computing frameworks for processing images, projections.

domlysz/BlenderGIS ⭐ 7,923
Blender addons to make the bridge between Blender and geographic data
python-visualization/folium ⭐ 6,988
Python Data. Leaflet.js Maps.
🔗 python-visualization.github.io/folium
osgeo/gdal ⭐ 5,012
GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats.
🔗 gdal.org
gboeing/osmnx ⭐ 4,955
Python package to easily download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.
🔗 osmnx.readthedocs.io
geopandas/geopandas ⭐ 4,588
Python tools for geographic data
🔗 geopandas.org
shapely/shapely ⭐ 3,970
Manipulation and analysis of geometric objects
🔗 shapely.readthedocs.io/en/stable
giswqs/geemap ⭐ 3,534
A Python package for interactive geospatial analysis and visualization with Google Earth Engine.
🔗 geemap.org
holoviz/datashader ⭐ 3,346
Quickly and accurately render even the largest data.
🔗 datashader.org
opengeos/leafmap ⭐ 3,240
A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment
🔗 leafmap.org
microsoft/torchgeo ⭐ 3,147
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
🔗 www.osgeo.org/projects/torchgeo
opengeos/segment-geospatial ⭐ 3,123
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
🔗 samgeo.gishub.org
google/earthengine-api ⭐ 2,732
Python and JavaScript bindings for calling the Earth Engine API.
rasterio/rasterio ⭐ 2,291
Rasterio reads and writes geospatial raster datasets
🔗 rasterio.readthedocs.io
mcordts/cityscapesScripts ⭐ 2,199
README and scripts for the Cityscapes Dataset
azavea/raster-vision ⭐ 2,104
An open source library and framework for deep learning on satellite and aerial imagery.
🔗 docs.rastervision.io
apache/sedona ⭐ 1,975
A cluster computing framework for processing large-scale geospatial data
🔗 sedona.apache.org
plant99/felicette ⭐ 1,819
Satellite imagery for dummies.
gboeing/osmnx-examples ⭐ 1,595
Gallery of OSMnx tutorials, usage examples, and feature demonstations.
🔗 osmnx.readthedocs.io
jupyter-widgets/ipyleaflet ⭐ 1,499
A Jupyter - Leaflet.js bridge
🔗 ipyleaflet.readthedocs.io
microsoft/GlobalMLBuildingFootprints ⭐ 1,459
Worldwide building footprints derived from satellite imagery
pysal/pysal ⭐ 1,351
PySAL: Python Spatial Analysis Library Meta-Package
🔗 pysal.org/pysal
anitagraser/movingpandas ⭐ 1,256
Movement trajectory classes and functions built on top of GeoPandas
🔗 movingpandas.org
residentmario/geoplot ⭐ 1,161
High-level geospatial data visualization library for Python.
🔗 residentmario.github.io/geoplot/index.html
sentinel-hub/eo-learn ⭐ 1,142
Earth observation processing framework for machine learning in Python
🔗 eo-learn.readthedocs.io/en/latest
opengeos/streamlit-geospatial ⭐ 895
A multi-page streamlit app for geospatial
🔗 huggingface.co/spaces/giswqs/streamlit
osgeo/grass ⭐ 868
GRASS GIS - free and open-source geospatial processing engine
🔗 grass.osgeo.org
makepath/xarray-spatial ⭐ 854
Raster-based Spatial Analytics for Python
🔗 xarray-spatial.readthedocs.io
developmentseed/titiler ⭐ 812
Build your own Raster dynamic map tile services
🔗 developmentseed.org/titiler

Graph

Graphs and network libraries: network analysis, graph machine learning, visualisation.

networkx/networkx ⭐ 15,243
Network Analysis in Python
🔗 networkx.org
stellargraph/stellargraph ⭐ 2,962
StellarGraph - Machine Learning on Graphs
🔗 stellargraph.readthedocs.io
westhealth/pyvis ⭐ 1,040
Python package for creating and visualizing interactive network graphs.
🔗 pyvis.readthedocs.io/en/latest
microsoft/graspologic ⭐ 844
graspologic is a package for graph statistical algorithms
🔗 graspologic-org.github.io/graspologic
rampasek/GraphGPS ⭐ 692
Recipe for a General, Powerful, Scalable Graph Transformer
dylanhogg/llmgraph ⭐ 353
Create knowledge graphs with LLMs

GUI

Graphical user interface libraries and toolkits.

hoffstadt/DearPyGui ⭐ 13,551
Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies
🔗 dearpygui.readthedocs.io/en/latest
pysimplegui/PySimpleGUI ⭐ 13,500
Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.
🔗 www.pysimplegui.com
parthjadhav/Tkinter-Designer ⭐ 9,439
An easy and fast way to create a Python GUI 🐍
samuelcolvin/FastUI ⭐ 8,572
FastUI is a new way to build web application user interfaces defined by declarative Python code.
🔗 fastui-demo.onrender.com
r0x0r/pywebview ⭐ 4,888
Build GUI for your Python program with JavaScript, HTML, and CSS
🔗 pywebview.flowrl.com
beeware/toga ⭐ 4,441
A Python native, OS native GUI toolkit.
🔗 toga.readthedocs.io/en/latest
dddomodossola/remi ⭐ 3,541
Python REMote Interface library. Platform independent. In about 100 Kbytes, perfect for your diet.
wxwidgets/Phoenix ⭐ 2,356
wxPython's Project Phoenix. A new implementation of wxPython, better, stronger, faster than he was before.
🔗 wxpython.org

Jupyter

Jupyter and JupyterLab and Notebook tools, libraries and plugins.

jupyterlab/jupyterlab ⭐ 14,304
JupyterLab computational environment.
🔗 jupyterlab.readthedocs.io
jupyter/notebook ⭐ 11,897
Jupyter Interactive Notebook
🔗 jupyter-notebook.readthedocs.io
marimo-team/marimo ⭐ 8,990
A reactive Python notebook: run a cell or interact with a UI element, and marimo automatically runs dependent cells, keeping code and outputs consistent. marimo notebooks are stored as pure Python, executable as scripts, and deployable as apps.
🔗 marimo.io
mwouts/jupytext ⭐ 6,693
Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts
🔗 jupytext.readthedocs.io
nteract/papermill ⭐ 6,047
📚 Parameterize, execute, and analyze notebooks
🔗 papermill.readthedocs.io/en/latest
connorferster/handcalcs ⭐ 5,694
Python library for converting Python calculations into rendered latex.
voila-dashboards/voila ⭐ 5,530
Voilà turns Jupyter notebooks into standalone web applications
🔗 voila.readthedocs.io
jupyterlite/jupyterlite ⭐ 3,970
Wasm powered Jupyter running in the browser 💡
🔗 jupyterlite.rtfd.io/en/stable/try/lab
executablebooks/jupyter-book ⭐ 3,925
Create beautiful, publication-quality books and documents from computational content.
🔗 jupyterbook.org
jupyterlab/jupyterlab-desktop ⭐ 3,817
JupyterLab desktop application, based on Electron.
jupyterlab/jupyter-ai ⭐ 3,318
A generative AI extension for JupyterLab
🔗 jupyter-ai.readthedocs.io
jupyter-widgets/ipywidgets ⭐ 3,173
Interactive Widgets for the Jupyter Notebook
🔗 ipywidgets.readthedocs.io
quantopian/qgrid ⭐ 3,054
An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks
jupyter/nbdime ⭐ 2,686
Tools for diffing and merging of Jupyter notebooks.
🔗 nbdime.readthedocs.io
mito-ds/mito ⭐ 2,318
The mitosheet package, trymito.io, and other public Mito code.
🔗 trymito.io
jupyter/nbviewer ⭐ 2,218
nbconvert as a web service: Render Jupyter Notebooks as static web pages
🔗 nbviewer.jupyter.org
maartenbreddels/ipyvolume ⭐ 1,951
3d plotting for Python in the Jupyter notebook based on IPython widgets using WebGL
jupyter-lsp/jupyterlab-lsp ⭐ 1,834
Coding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol
🔗 jupyterlab-lsp.readthedocs.io
jupyter/nbconvert ⭐ 1,769
Jupyter Notebook Conversion
🔗 nbconvert.readthedocs.io
8080labs/pyforest ⭐ 1,107
With pyforest you can use all your favorite Python libraries without importing them before. If you use a package that is not imported yet, pyforest imports the package for you and adds the code to the first Jupyter cell.
🔗 8080labs.com
nbqa-dev/nbQA ⭐ 1,064
Run ruff, isort, pyupgrade, mypy, pylint, flake8, and more on Jupyter Notebooks
🔗 nbqa.readthedocs.io/en/latest/index.html
vizzuhq/ipyvizzu ⭐ 959
Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax.
🔗 ipyvizzu.vizzuhq.com
koaning/drawdata ⭐ 818
Draw datasets from within Jupyter.
🔗 calmcode.io/labs/drawdata.html
aws/graph-notebook ⭐ 747
Library extending Jupyter notebooks to integrate with Apache TinkerPop, openCypher, and RDF SPARQL.
🔗 github.com/aws/graph-notebook
linealabs/lineapy ⭐ 664
Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two lines of code.
🔗 lineapy.org
xiaohk/stickyland ⭐ 538
Break the linear presentation of Jupyter Notebooks with sticky cells!
🔗 xiaohk.github.io/stickyland
infuseai/colab-xterm ⭐ 407
Open a terminal in colab, including the free tier.

LLMs and ChatGPT

Large language model and GPT libraries and frameworks: auto-gpt, agents, QnA, chain-of-thought workflows, API integations. Also see the Natural Language Processing category for crossover.

significant-gravitas/AutoGPT ⭐ 170,183
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
🔗 agpt.co
hwchase17/langchain ⭐ 97,765
🦜🔗 Build context-aware reasoning applications
🔗 python.langchain.com
nomic-ai/gpt4all ⭐ 71,567
GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.
🔗 nomic.ai/gpt4all
ggerganov/llama.cpp ⭐ 70,305
LLM inference in C/C++
xtekky/gpt4free ⭐ 62,969
The official gpt4free repository | various collection of powerful language models
🔗 t.me/g4f_channel
killianlucas/open-interpreter ⭐ 57,731
A natural language interface for computers
🔗 openinterpreter.com
facebookresearch/llama ⭐ 57,116
Inference code for Llama models
open-webui/open-webui ⭐ 54,971
Open WebUI is an extensible, feature-rich, and user-friendly self-hosted AI platform designed to operate entirely offline. It supports various LLM runners like Ollama and OpenAI-compatible APIs, with built-in inference engine for RAG
🔗 openwebui.com
imartinez/private-gpt ⭐ 54,648
Interact with your documents using the power of GPT, 100% privately, no data leaks
🔗 privategpt.dev
gpt-engineer-org/gpt-engineer ⭐ 52,795
Platform to experiment with the AI Software Engineer. Terminal based. NOTE: Very different from https://gptengineer.app
xai-org/grok-1 ⭐ 49,758
This repository contains JAX example code for loading and running the Grok-1 open-weights model.
geekan/MetaGPT ⭐ 46,478
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
🔗 deepwisdom.ai
logspace-ai/langflow ⭐ 42,217
Langflow is a low-code app builder for RAG and multi-agent AI applications. It’s Python-based and agnostic to any model, API, or database.
🔗 www.langflow.org
oobabooga/text-generation-webui ⭐ 41,503
A Gradio web UI for Large Language Models with support for multiple inference backends.
thudm/ChatGLM-6B ⭐ 40,950
ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型
hpcaitech/ColossalAI ⭐ 39,002
Making large AI models cheaper, faster and more accessible
🔗 www.colossalai.org
karpathy/nanoGPT ⭐ 38,337
The simplest, fastest repository for training/finetuning medium-sized GPTs.
run-llama/llama_index ⭐ 37,830
LlamaIndex is a data framework for your LLM applications
🔗 docs.llamaindex.ai
lm-sys/FastChat ⭐ 37,440
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
hiyouga/LLaMA-Factory ⭐ 37,438
Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)
🔗 arxiv.org/abs/2403.13372
laion-ai/Open-Assistant ⭐ 37,166
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
🔗 open-assistant.io
quivrhq/quivr ⭐ 37,049
Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.
🔗 core.quivr.com
microsoft/autogen ⭐ 36,898
A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour
🔗 microsoft.github.io/autogen/0.4.0.dev13
moymix/TaskMatrix ⭐ 34,551
Connects ChatGPT and a series of Visual Foundation Models to enable sending and receiving images during chatting.
vllm-project/vllm ⭐ 33,290
A high-throughput and memory-efficient inference and serving engine for LLMs
🔗 docs.vllm.ai
pythagora-io/gpt-pilot ⭐ 32,161
The first real AI developer
tatsu-lab/stanford_alpaca ⭐ 29,715
Code and documentation to train Stanford's Alpaca models, and generate the data.
🔗 crfm.stanford.edu/2023/03/13/alpaca.html
meta-llama/llama3 ⭐ 27,831
The official Meta Llama 3 GitHub site
infiniflow/ragflow ⭐ 27,414
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
🔗 ragflow.io
danielmiessler/fabric ⭐ 26,483
fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.
🔗 danielmiessler.com/p/fabric-origin-story
vision-cair/MiniGPT-4 ⭐ 25,529
Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
🔗 minigpt-4.github.io
karpathy/llm.c ⭐ 24,964
LLM training in simple, pure C/CUDA. There is no need for 245MB of PyTorch or 107MB of cPython
joaomdmoura/crewAI ⭐ 24,079
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
🔗 crewai.com
microsoft/JARVIS ⭐ 23,859
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
embedchain/mem0 ⭐ 23,776
The Memory layer for your AI apps
🔗 mem0.ai
openai/gpt-2 ⭐ 22,746
Code for the paper "Language Models are Unsupervised Multitask Learners"
🔗 openai.com/blog/better-language-models
microsoft/semantic-kernel ⭐ 22,578
Integrate cutting-edge LLM technology quickly and easily into your apps
🔗 aka.ms/semantic-kernel
unclecode/crawl4ai ⭐ 21,724
AI-ready web crawling tailored for LLMs, AI agents, and data pipelines. Open source, flexible, and built for real-time performance, Crawl4AI empowers developers with unmatched speed, precision, and deployment ease.
🔗 crawl4ai.com
microsoft/graphrag ⭐ 21,435
A modular graph-based Retrieval-Augmented Generation (RAG) system
🔗 microsoft.github.io/graphrag
openai/chatgpt-retrieval-plugin ⭐ 21,102
The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.
haotian-liu/LLaVA ⭐ 20,999
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
🔗 llava.hliu.cc
stanfordnlp/dspy ⭐ 20,809
DSPy: The framework for programming—not prompting—language models
🔗 dspy.ai
karpathy/minGPT ⭐ 20,757
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
yoheinakajima/babyagi ⭐ 20,688
GPT-4 powered task-driven autonomous agent
🔗 babyagi.org
khoj-ai/khoj ⭐ 20,282
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI
🔗 khoj.dev
unslothai/unsloth ⭐ 20,076
Finetune Llama 3.3, Mistral, Phi, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory
🔗 unsloth.ai
cinnamon/kotaemon ⭐ 19,717
An open-source RAG UI for chatting with your documents. Built with both end users and developers in mind
🔗 cinnamon.github.io/kotaemon
mlc-ai/mlc-llm ⭐ 19,551
Universal LLM Deployment Engine with ML Compilation
🔗 llm.mlc.ai
guidance-ai/guidance ⭐ 19,404
A guidance language for controlling large language models.
rasahq/rasa ⭐ 19,160
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
🔗 rasa.com/docs/rasa
tloen/alpaca-lora ⭐ 18,746
Instruct-tune LLaMA on consumer hardware
stanford-oval/storm ⭐ 18,722
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
🔗 storm.genie.stanford.edu
stitionai/devika ⭐ 18,714
Devika is an advanced AI software engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective.
deepset-ai/haystack ⭐ 18,469
AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversatio...
🔗 haystack.deepset.ai
karpathy/llama2.c ⭐ 17,789
Inference Llama 2 in one file of pure C
openai/swarm ⭐ 17,487
A framework exploring ergonomic, lightweight multi-agent orchestration.
phidatahq/phidata ⭐ 17,478
Phidata is a toolkit for building AI Assistants using function calling.
🔗 docs.phidata.com
huggingface/peft ⭐ 16,892
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
🔗 huggingface.co/docs/peft
deepseek-ai/DeepSeek-V3 ⭐ 16,791
A strong Mixture-of-Experts (MoE) language model with 671B total parameters with 37B activated for each token.
facebookresearch/codellama ⭐ 16,133
Inference code for CodeLlama models
berriai/litellm ⭐ 15,934
Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]
🔗 docs.litellm.ai/docs
facebookresearch/llama-recipes ⭐ 15,827
Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta L...
thudm/ChatGLM2-6B ⭐ 15,748
ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型
transformeroptimus/SuperAGI ⭐ 15,677
<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
🔗 superagi.com
assafelovic/gpt-researcher ⭐ 15,562
LLM based autonomous agent that conducts local and web research on any topic and generates a comprehensive report with citations.
🔗 gptr.dev
idea-research/Grounded-Segment-Anything ⭐ 15,531
Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
🔗 arxiv.org/abs/2401.14159
openai/evals ⭐ 15,292
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
qwenlm/Qwen ⭐ 15,212
The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.
mayooear/gpt4-pdf-chatbot-langchain ⭐ 15,001
GPT4 & LangChain Chatbot for large PDF docs
🔗 www.youtube.com/watch?v=ih9pbgvvoo4
dao-ailab/flash-attention ⭐ 14,952
Fast and memory-efficient exact attention
fauxpilot/fauxpilot ⭐ 14,639
FauxPilot - an open-source alternative to GitHub Copilot server
mlc-ai/web-llm ⭐ 14,168
High-performance In-browser LLM Inference Engine
🔗 webllm.mlc.ai
letta-ai/letta ⭐ 13,740
Letta (formerly MemGPT) is a framework for creating LLM services with memory.
🔗 letta.com
blinkdl/RWKV-LM ⭐ 12,975
RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and f...
microsoft/BitNet ⭐ 12,563
Official inference framework for 1-bit LLMs (e.g., BitNet b1.58). It offers a suite of optimized kernels, that support fast and lossless inference of 1.58-bit models
vanna-ai/vanna ⭐ 12,538
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
🔗 vanna.ai/docs
paddlepaddle/PaddleNLP ⭐ 12,272
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
🔗 paddlenlp.readthedocs.io
openlmlab/MOSS ⭐ 12,014
An open-source tool-augmented conversational language model from Fudan University
🔗 txsun1997.github.io/blogs/moss.html
smol-ai/developer ⭐ 11,852
the first library to let you embed a developer agent in your own app!
🔗 twitter.com/smolmodels
shishirpatil/gorilla ⭐ 11,643
Enables LLMs to use tools by invoking APIs. Given a query, Gorilla comes up with the semantically and syntactically correct API.
🔗 gorilla.cs.berkeley.edu
h2oai/h2ogpt ⭐ 11,574
Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://gpt-docs.h2o.ai/
🔗 h2o.ai
pathwaycom/llm-app ⭐ 11,452
Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.
🔗 pathway.com/developers/templates
skyvern-ai/skyvern ⭐ 11,333
Skyvern automates browser-based workflows using LLMs and computer vision. It provides a simple API endpoint to fully automate manual workflows, replacing brittle or unreliable automation solutions.
🔗 www.skyvern.com
lightning-ai/litgpt ⭐ 11,078
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
🔗 lightning.ai
lightning-ai/litgpt ⭐ 11,078
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
🔗 lightning.ai
microsoft/LoRA ⭐ 11,062
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
🔗 arxiv.org/abs/2106.09685
nvidia/Megatron-LM ⭐ 11,032
Ongoing research training transformer models at scale
🔗 docs.nvidia.com/megatron-core/developer-guide/latest/user-guide/index.html#quick-start
databrickslabs/dolly ⭐ 10,820
Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform
🔗 www.databricks.com/blog/2023/03/24/hello-dolly-democratizing-magic-chatgpt-open-models.html
google-research/vision_transformer ⭐ 10,744
Vision Transformer and MLP-Mixer Architectures
lvwerra/trl ⭐ 10,524
Train transformer language models with reinforcement learning.
🔗 hf.co/docs/trl
nirdiamant/RAG_Techniques ⭐ 10,378
The most comprehensive and dynamic collections of Retrieval-Augmented Generation (RAG) tutorials available today. This repository serves as a hub for cutting-edge techniques aimed at enhancing the accuracy, efficiency, and contextual richness of RAG systems.
outlines-dev/outlines ⭐ 10,247
Structured Text Generation from LLMs
🔗 dottxt-ai.github.io/outlines
artidoro/qlora ⭐ 10,146
QLoRA: Efficient Finetuning of Quantized LLMs
🔗 arxiv.org/abs/2305.14314
mistralai/mistral-inference ⭐ 9,838
Official inference library for Mistral models
🔗 mistral.ai
microsoft/promptflow ⭐ 9,739
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
🔗 microsoft.github.io/promptflow
andrewyng/aisuite ⭐ 9,610
Simple, unified interface to multiple Generative AI providers. aisuite makes it easy for developers to use multiple LLM through a standardized interface.
prompt-toolkit/python-prompt-toolkit ⭐ 9,467
Library for building powerful interactive command line applications in Python
🔗 python-prompt-toolkit.readthedocs.io
blinkdl/ChatRWKV ⭐ 9,455
ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.
mshumer/gpt-prompt-engineer ⭐ 9,420
Simply input a description of your task and some test cases, and the system will generate, test, and rank a multitude of prompts to find the ones that perform the best.
karpathy/minbpe ⭐ 9,306
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
anthropics/anthropic-cookbook ⭐ 9,088
Provides code and guides designed to help developers build with Claude, offering copy-able code snippets that you can easily integrate into your own projects.
jxnl/instructor ⭐ 8,799
Instructor is a Python library that makes it a breeze to work with structured outputs from large language models (LLMs). Built on top of Pydantic, it provides a simple, transparent, and user-friendly API to manage validation, retries, and streaming responses.
🔗 python.useinstructor.com
swivid/F5-TTS ⭐ 8,717
Official code for "F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching"
🔗 arxiv.org/abs/2410.06885
apple/ml-ferret ⭐ 8,536
Ferret: Refer and Ground Anything Anywhere at Any Granularity
llmware-ai/llmware ⭐ 8,395
Unified framework for building enterprise RAG pipelines with small, specialized models
🔗 llmware-ai.github.io/llmware
abetlen/llama-cpp-python ⭐ 8,384
Simple Python bindings for @ggerganov's llama.cpp library.
🔗 llama-cpp-python.readthedocs.io
thudm/CodeGeeX ⭐ 8,326
CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)
🔗 codegeex.cn
optimalscale/LMFlow ⭐ 8,321
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
🔗 optimalscale.github.io/lmflow
eleutherai/gpt-neo ⭐ 8,254
An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.
🔗 www.eleuther.ai
axolotl-ai-cloud/axolotl ⭐ 8,236
Go ahead and axolotl questions
🔗 axolotl-ai-cloud.github.io/axolotl
jzhang38/TinyLlama ⭐ 8,085
The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
sjtu-ipads/PowerInfer ⭐ 8,041
High-speed Large Language Model Serving on PCs with Consumer-grade GPUs
lianjiatech/BELLE ⭐ 8,014
BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）
vaibhavs10/insanely-fast-whisper ⭐ 7,902
An opinionated CLI to transcribe Audio files w/ Whisper on-device! Powered by 🤗 Transformers, Optimum & flash-attn
langchain-ai/langgraph ⭐ 7,817
LangGraph is a library for building stateful, multi-actor applications with LLMs, built on top of (and intended to be used with) LangChain.
🔗 langchain-ai.github.io/langgraph
explodinggradients/ragas ⭐ 7,795
Supercharge Your LLM Application Evaluations 🚀
🔗 docs.ragas.io
plachtaa/VALL-E-X ⭐ 7,752
An open source implementation of Microsoft's VALL-E X zero-shot TTS model. Demo is available in https://plachtaa.github.io/vallex/
thudm/GLM-130B ⭐ 7,679
GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)
chainlit/chainlit ⭐ 7,568
Build Conversational AI in minutes ⚡️
🔗 docs.chainlit.io
sweepai/sweep ⭐ 7,477
Sweep: open-source AI-powered Software Developer for small features and bug fixes.
🔗 sweep.dev
openlm-research/open_llama ⭐ 7,406
OpenLLaMA: An Open Reproduction of LLaMA
eleutherai/lm-evaluation-harness ⭐ 7,393
A framework for few-shot evaluation of language models.
🔗 www.eleuther.ai
bigcode-project/starcoder ⭐ 7,346
Home of StarCoder: fine-tuning & inference!
anthropics/anthropic-quickstarts ⭐ 7,340
A collection of projects designed to help developers quickly get started with building applications using the Anthropic API. Each quickstart provides a foundation that you can easily build upon and customize for your specific needs.
zilliztech/GPTCache ⭐ 7,327
Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
🔗 gptcache.readthedocs.io
sgl-project/sglang ⭐ 7,134
SGLang is a fast serving framework for large language models and vision language models.
🔗 sgl-project.github.io
eleutherai/gpt-neox ⭐ 7,027
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
🔗 www.eleuther.ai
bhaskatripathi/pdfGPT ⭐ 7,024
PDF GPT allows you to chat with the contents of your PDF file by using GPT capabilities. The most effective open source solution to turn your pdf files in a chatbot!
🔗 huggingface.co/spaces/bhaskartripathi/pdfchatter
skypilot-org/skypilot ⭐ 7,008
SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.
🔗 docs.skypilot.co
apple/corenet ⭐ 6,994
CoreNet is a deep neural network toolkit that allows researchers and engineers to train standard and novel small and large-scale models for variety of tasks, including foundation models (e.g., CLIP and LLM), object classification, object detection, and semantic segmentation.
mit-han-lab/streaming-llm ⭐ 6,735
[ICLR 2024] Efficient Streaming Language Models with Attention Sinks
🔗 arxiv.org/abs/2309.17453
whitead/paper-qa ⭐ 6,697
High accuracy RAG for answering questions from scientific documents with citations
future-house/paper-qa ⭐ 6,697
High-accuracy retrieval augmented generation (RAG) on PDFs or text files, with a focus on the scientific literature
internlm/InternLM ⭐ 6,625
Official release of InternLM2.5 base and chat models. 1M context support
🔗 internlm.intern-ai.org.cn
weaviate/Verba ⭐ 6,573
Retrieval Augmented Generation (RAG) chatbot powered by Weaviate
langchain-ai/opengpts ⭐ 6,526
An open source effort to create a similar experience to OpenAI's GPTs and Assistants API.
run-llama/rags ⭐ 6,365
RAGs is a Streamlit app that lets you create a RAG pipeline from a data source using natural language.
nat/openplayground ⭐ 6,302
An LLM playground you can run on your laptop
vikhyat/moondream ⭐ 6,270
A tiny open-source computer-vision language model designed to run efficiently on edge devices
🔗 moondream.ai
lightning-ai/lit-llama ⭐ 6,018
Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
meta-llama/llama-stack ⭐ 5,935
Llama Stack standardizes the building blocks needed to bring genai applications to market. These blocks cover model training and fine-tuning, evaluation, and running AI agents in production
minedojo/Voyager ⭐ 5,787
An Open-Ended Embodied Agent with Large Language Models
🔗 voyager.minedojo.org
pytorch-labs/gpt-fast ⭐ 5,744
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
langchain-ai/chat-langchain ⭐ 5,601
Locally hosted chatbot specifically focused on question answering over the LangChain documentation
🔗 chat.langchain.com
lyogavin/airllm ⭐ 5,524
AirLLM optimizes inference memory usage, allowing 70B large language models to run inference on a single 4GB GPU card without quantization, distillation and pruning. And you can run 405B Llama3.1 on 8GB vram now.
microsoft/promptbase ⭐ 5,485
promptbase is an evolving collection of resources, best practices, and example scripts for eliciting the best performance from foundation models.
simonw/llm ⭐ 5,400
Access large language models from the command-line
🔗 llm.datasette.io
mnotgod96/AppAgent ⭐ 5,319
AppAgent: Multimodal Agents as Smartphone Users, an LLM-based multimodal agent framework designed to operate smartphone apps.
🔗 appagent-official.github.io
dsdanielpark/Bard-API ⭐ 5,309
The unofficial python package that returns response of Google Bard through cookie value.
🔗 pypi.org/project/bardapi
qwenlm/Qwen-VL ⭐ 5,278
The official repo of Qwen-VL (通义千问-VL) chat & pretrained large vision language model proposed by Alibaba Cloud.
nirdiamant/GenAI_Agents ⭐ 5,216
Tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive AI systems.
promptfoo/promptfoo ⭐ 5,112
Test your prompts, agents, and RAGs. Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.
🔗 promptfoo.dev
cg123/mergekit ⭐ 5,055
Tools for merging pretrained large language models.
arcee-ai/mergekit ⭐ 5,055
Tools for merging pretrained large language models.
allenai/OLMo ⭐ 4,988
OLMo is a repository for training and using AI2's state-of-the-art open language models. It is designed by scientists, for scientists.
🔗 allenai.org/olmo
pydantic/pydantic-ai ⭐ 4,954
PydanticAI is a Python Agent Framework designed to make it less painful to build production grade applications with Generative AI.
🔗 ai.pydantic.dev
modelscope/ms-swift ⭐ 4,932
Use PEFT or Full-parameter to finetune 400+ LLMs (Qwen2.5, Llama3.2, GLM4, Internlm2.5, Yi1.5, Mistral, Baichuan2, DeepSeek, ...) or 150+ MLLMs (Qwen2-VL, Qwen2-Audio, Llama3.2-Vision, Llava, InternVL2.5, MiniCPM-V-2.6, GLM4v, Xcomposer2.5, Yi-VL, DeepSeek-VL2, Phi3.5-Vision, GOT-OCR2, ...).
🔗 swift.readthedocs.io/zh-cn/latest
openbmb/ToolBench ⭐ 4,920
[ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.
🔗 openbmb.github.io/toolbench
microsoft/LLMLingua ⭐ 4,786
[EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.
🔗 llmlingua.com
togethercomputer/RedPajama-Data ⭐ 4,613
The RedPajama-Data repository contains code for preparing large datasets for training large language models.
1rgs/jsonformer ⭐ 4,516
A Bulletproof Way to Generate Structured JSON from Language Models
open-compass/opencompass ⭐ 4,438
OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.
🔗 opencompass.org.cn
kyegomez/tree-of-thoughts ⭐ 4,409
Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%
🔗 discord.gg/qutxnk2nmf
microsoft/BioGPT ⭐ 4,345
Implementation of BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining
guardrails-ai/guardrails ⭐ 4,334
Open-source Python package for specifying structure and type, validating and correcting the outputs of large language models (LLMs)
🔗 www.guardrailsai.com/docs
nvidia/NeMo-Guardrails ⭐ 4,295
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
instruction-tuning-with-gpt-4/GPT-4-LLM ⭐ 4,251
Instruction Tuning with GPT-4
🔗 instruction-tuning-with-gpt-4.github.io
yizhongw/self-instruct ⭐ 4,233
Aligning pretrained language models with instruction data generated by themselves.
linkedin/Liger-Kernel ⭐ 4,123
Efficient Triton Kernels for LLM Training
🔗 arxiv.org/pdf/2410.10989
pipecat-ai/pipecat ⭐ 4,119
Open Source framework for voice and multimodal conversational AI
h2oai/h2o-llmstudio ⭐ 4,092
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/
🔗 h2o.ai
katanaml/sparrow ⭐ 4,090
Sparrow is a solution for efficient data extraction and processing from various documents and images like invoices and receipts
🔗 katanaml.io
meta-llama/llama-stack-apps ⭐ 4,047
Agentic components of the Llama Stack APIs
mshumer/gpt-llm-trainer ⭐ 4,036
Input a description of your task, and the system will generate a dataset, parse it, and fine-tune a LLaMA 2 model for you
ravenscroftj/turbopilot ⭐ 3,821
Turbopilot is an open source large-language-model based code completion engine that runs locally on CPU
turboderp/exllamav2 ⭐ 3,820
A fast inference library for running LLMs locally on modern consumer-class GPUs
microsoft/LMOps ⭐ 3,783
General technology for enabling AI capabilities w/ LLMs and MLLMs
🔗 aka.ms/generalai
eth-sri/lmql ⭐ 3,760
A language for constraint-guided and efficient LLM programming.
🔗 lmql.ai
huggingface/smolagents ⭐ 3,695
🤗 smolagents: a barebones library for agents. Agents write python code to call tools and orchestrate other agents.
🔗 huggingface.co/docs/smolagents
mmabrouk/llm-workflow-engine ⭐ 3,677
Power CLI and Workflow manager for LLMs (core package)
luodian/Otter ⭐ 3,574
🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.
🔗 otter-ntu.github.io
agiresearch/AIOS ⭐ 3,545
AIOS, a Large Language Model (LLM) Agent operating system, embeds large language model into Operating Systems (OS) as the brain of the OS, enabling an operating system "with soul" -- an important step towards AGI.
🔗 aios.foundation
minimaxir/simpleaichat ⭐ 3,496
Python package for easily interfacing with chat apps, with robust features and minimal code complexity.
truefoundry/cognita ⭐ 3,484
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
🔗 cognita.truefoundry.com
defog-ai/sqlcoder ⭐ 3,482
SoTA LLM for converting natural language questions to SQL queries
lm-sys/RouteLLM ⭐ 3,412
A framework for serving and evaluating LLM routers - save LLM costs without compromising quality
iryna-kondr/scikit-llm ⭐ 3,398
Seamlessly integrate LLMs into scikit-learn.
🔗 beastbyte.ai
minimaxir/gpt-2-simple ⭐ 3,398
Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts
next-gpt/NExT-GPT ⭐ 3,377
Code and models for NExT-GPT: Any-to-Any Multimodal Large Language Model
🔗 next-gpt.github.io
deep-diver/LLM-As-Chatbot ⭐ 3,304
LLM as a Chatbot Service
crewaiinc/crewAI-examples ⭐ 3,302
A collection of examples that show how to use CrewAI framework to automate workflows.
jaymody/picoGPT ⭐ 3,290
An unnecessarily tiny implementation of GPT-2 in NumPy.
bclavie/RAGatouille ⭐ 3,168
Bridging the gap between state-of-the-art research and alchemical RAG pipeline practices.
marker-inc-korea/AutoRAG ⭐ 3,107
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
🔗 auto-rag.com
microsoft/torchscale ⭐ 3,038
Foundation Architecture for (M)LLMs
🔗 aka.ms/generalai
huggingface/text-embeddings-inference ⭐ 3,015
A blazing fast inference solution for text embeddings models
🔗 huggingface.co/docs/text-embeddings-inference/quick_tour
baichuan-inc/Baichuan-13B ⭐ 2,978
A 13B large language model developed by Baichuan Intelligent Technology
🔗 huggingface.co/baichuan-inc/baichuan-13b-chat
li-plus/chatglm.cpp ⭐ 2,962
C++ implementation of ChatGLM-6B & ChatGLM2-6B & ChatGLM3 & GLM4(V)
freedomintelligence/LLMZoo ⭐ 2,947
⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡
cohere-ai/cohere-toolkit ⭐ 2,902
Cohere Toolkit is a collection of prebuilt components enabling users to quickly build and deploy RAG applications.
langroid/langroid ⭐ 2,886
Harness LLMs with Multi-Agent Programming
🔗 langroid.github.io/langroid
meta-llama/PurpleLlama ⭐ 2,817
Set of tools to assess and improve LLM security.
verazuo/jailbreak_llms ⭐ 2,813
Official repo for the ACM CCS 2024 paper "Do Anything Now'': Characterizing and Evaluating In-The-Wild Jailbreak Prompts
🔗 jailbreak-llms.xinyueshen.me
juncongmoo/pyllama ⭐ 2,806
LLaMA: Open and Efficient Foundation Language Models
mistralai/mistral-finetune ⭐ 2,799
A light-weight codebase that enables memory-efficient and performant finetuning of Mistral's models. It is based on LoRA.
hegelai/prompttools ⭐ 2,755
Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).
🔗 prompttools.readthedocs.io
alpha-vllm/LLaMA2-Accessory ⭐ 2,745
An Open-source Toolkit for LLM Development
🔗 llama2-accessory.readthedocs.io
paperswithcode/galai ⭐ 2,692
Model API for GALACTICA
lightning-ai/LitServe ⭐ 2,677
Lightning-fast serving engine for any AI model of any size. Flexible. Easy. Enterprise-scale.
🔗 lightning.ai/docs/litserve
mit-han-lab/llm-awq ⭐ 2,644
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
cheshire-cat-ai/core ⭐ 2,543
AI agent microservice
🔗 cheshirecat.ai
databricks/dbrx ⭐ 2,525
Code examples and resources for DBRX, a large language model developed by Databricks
🔗 www.databricks.com
noahshinn/reflexion ⭐ 2,522
[NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning
nirdiamant/Prompt_Engineering ⭐ 2,463
A comprehensive collection of tutorials and implementations for Prompt Engineering techniques, ranging from fundamental concepts to advanced strategies.
sylphai-inc/AdalFlow ⭐ 2,445
Unified auto-differentiative framework for both zero-shot prompt optimization and few-shot optimization. It advances existing auto-optimization research, including Text-Grad and DsPy
🔗 adalflow.sylph.ai
ofa-sys/OFA ⭐ 2,445
Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
young-geng/EasyLM ⭐ 2,435
Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.
pytorch/executorch ⭐ 2,369
An end-to-end solution for enabling on-device inference capabilities across mobile and edge devices including wearables, embedded devices and microcontrollers. It is part of the PyTorch Edge ecosystem and enables efficient deployment of PyTorch models to edge devices.
🔗 pytorch.org/executorch
civitai/sd_civitai_extension ⭐ 2,347
All of the Civitai models inside Automatic 1111 Stable Diffusion Web UI
intel/neural-compressor ⭐ 2,291
SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime
🔗 intel.github.io/neural-compressor
predibase/lorax ⭐ 2,282
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
🔗 loraexchange.ai
janhq/cortex.cpp ⭐ 2,270
Cortex is a Local AI API Platform that is used to run and customize LLMs.
🔗 cortex.so
truera/trulens ⭐ 2,262
Evaluation and Tracking for LLM Experiments
🔗 www.trulens.org
evolvinglmms-lab/lmms-eval ⭐ 2,260
Accelerating the development of large multimodal models (LMMs) with one-click evaluation module - lmms-eval.
🔗 lmms-lab.framer.ai
spcl/graph-of-thoughts ⭐ 2,234
Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"
🔗 arxiv.org/pdf/2308.09687.pdf
openai/finetune-transformer-lm ⭐ 2,175
Code and model for the paper "Improving Language Understanding by Generative Pre-Training"
🔗 s3-us-west-2.amazonaws.com/openai-assets/research-covers/language-unsupervised/language_understanding_paper.pdf
openai/simple-evals ⭐ 2,119
Lightweight library for evaluating language models
tairov/llama2.mojo ⭐ 2,107
Inference Llama 2 in one file of pure 🔥
🔗 www.modular.com/blog/community-spotlight-how-i-built-llama2-by-aydyn-tairov
openai/image-gpt ⭐ 2,051
Archived. Code and models from the paper "Generative Pretraining from Pixels"
azure-samples/graphrag-accelerator ⭐ 2,044
One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure
🔗 github.com/microsoft/graphrag
ist-daslab/gptq ⭐ 1,987
Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".
🔗 arxiv.org/abs/2210.17323
lucidrains/toolformer-pytorch ⭐ 1,985
Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI
neulab/prompt2model ⭐ 1,975
prompt2model - Generate Deployable Models from Natural Language Instructions
openai/gpt-2-output-dataset ⭐ 1,951
Dataset of GPT-2 outputs for research in detection, biases, and more
microsoft/Megatron-DeepSpeed ⭐ 1,949
Ongoing research training transformer language models at scale, including: BERT & GPT-2
epfllm/meditron ⭐ 1,926
Meditron is a suite of open-source medical Large Language Models (LLMs).
🔗 huggingface.co/epfl-llm
akariasai/self-rag ⭐ 1,919
This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.
🔗 selfrag.github.io
facebookresearch/chameleon ⭐ 1,897
Repository for Meta Chameleon, a mixed-modal early-fusion foundation model from FAIR.
🔗 arxiv.org/abs/2405.09818
run-llama/llama_deploy ⭐ 1,896
Async-first framework for deploying, scaling, and productionizing agentic multi-service systems based on workflows from llama_index.
🔗 docs.llamaindex.ai/en/stable/module_guides/llama_deploy
casper-hansen/AutoAWQ ⭐ 1,866
AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:
🔗 casper-hansen.github.io/autoawq
agenta-ai/agenta ⭐ 1,847
The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM Observability all in one place.
🔗 www.agenta.ai
argilla-io/distilabel ⭐ 1,844
Distilabel is the framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.
🔗 distilabel.argilla.io
minimaxir/aitextgen ⭐ 1,842
A robust Python tool for text-based AI training and generation using GPT-2.
🔗 docs.aitextgen.io
openai/gpt-discord-bot ⭐ 1,793
Example Discord bot written in Python that uses the completions API to have conversations with the text-davinci-003 model, and the moderations API to filter the messages.
ray-project/llm-applications ⭐ 1,741
A comprehensive guide to building RAG-based LLM applications for production.
flashinfer-ai/flashinfer ⭐ 1,739
FlashInfer is a library and kernel generator for Large Language Models that provides high-performance implementation of LLM GPU kernels such as FlashAttention, SparseAttention, PageAttention, Sampling
🔗 flashinfer.ai
brainblend-ai/atomic-agents ⭐ 1,727
Atomic Agents provides a set of tools and agents that can be combined to create powerful applications. It is built on top of Instructor and leverages the power of Pydantic for data and schema validation and serialization.
landing-ai/vision-agent ⭐ 1,676
VisionAgent is a library that helps you utilize agent frameworks to generate code to solve your vision task
noamgat/lm-format-enforcer ⭐ 1,657
Enforce the output format (JSON Schema, Regex etc) of a language model
ruc-nlpir/FlashRAG ⭐ 1,576
FlashRAG is a Python toolkit for the reproduction and development of RAG research. Our toolkit includes 36 pre-processed benchmark RAG datasets and 15 state-of-the-art RAG algorithms.
🔗 arxiv.org/abs/2405.13576
jina-ai/thinkgpt ⭐ 1,561
Agent techniques to augment your LLM and push it beyong its limits
qwenlm/Qwen-Audio ⭐ 1,541
The official repo of Qwen-Audio (通义千问-Audio) chat & pretrained large audio language model proposed by Alibaba Cloud.
huggingface/smollm ⭐ 1,517
Everything about the SmolLM & SmolLM2 family of models
🔗 huggingface.co/huggingfacetb
agentops-ai/tokencost ⭐ 1,514
Easy token price estimates for 400+ LLMs. TokenOps.
🔗 agentops.ai
meetkai/functionary ⭐ 1,485
Chat language model that can use tools and interpret the results
facebookresearch/large_concept_model ⭐ 1,471
Large Concept Models: Language modeling in a sentence representation space
cstankonrad/long_llama ⭐ 1,455
LongLLaMA is a large language model capable of handling long contexts. It is based on OpenLLaMA and fine-tuned with the Focused Transformer (FoT) method.
farizrahman4u/loopgpt ⭐ 1,442
Re-implementation of Auto-GPT as a python package, written with modularity and extensibility in mind.
run-llama/llama-lab ⭐ 1,430
Llama Lab is a repo dedicated to building cutting-edge projects using LlamaIndex
roboflow/maestro ⭐ 1,423
streamline the fine-tuning process for multimodal models: PaliGemma, Florence-2, and Qwen2-VL
🔗 maestro.roboflow.com
chatarena/chatarena ⭐ 1,390
ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.
huggingface/nanotron ⭐ 1,370
Minimalistic large language model 3D-parallelism training
explosion/spacy-transformers ⭐ 1,357
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
🔗 spacy.io/usage/embeddings-transformers
bigscience-workshop/Megatron-DeepSpeed ⭐ 1,351
Ongoing research training transformer language models at scale, including: BERT & GPT-2
modelcontextprotocol/python-sdk ⭐ 1,307
The Model Context Protocol allows applications to provide context for LLMs in a standardized way, separating the concerns of providing context from the actual LLM interaction.
🔗 modelcontextprotocol.io
karpathy/nano-llama31 ⭐ 1,284
This repo is to Llama 3.1 what nanoGPT is to GPT-2. i.e. it is a minimal, dependency-free implementation of the Llama 3.1 architecture
linksoul-ai/AutoAgents ⭐ 1,250
[IJCAI 2024] Generate different roles for GPTs to form a collaborative entity for complex tasks.
🔗 huggingface.co/spaces/linksoul/autoagents
ray-project/ray-llm ⭐ 1,242
RayLLM - LLMs on Ray
🔗 aviary.anyscale.com
srush/MiniChain ⭐ 1,220
A tiny library for coding with large language models.
🔗 srush-minichain.hf.space
answerdotai/rerankers ⭐ 1,219
Welcome to rerankers! Our goal is to provide users with a simple API to use any reranking models.
facebookresearch/MobileLLM ⭐ 1,210
Training code of MobileLLM introduced in our work: "MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases"
mlfoundations/dclm ⭐ 1,195
DataComp for Language Models
keirp/automatic_prompt_engineer ⭐ 1,195
Large Language Models Are Human-Level Prompt Engineers
hao-ai-lab/LookaheadDecoding ⭐ 1,171
Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
🔗 arxiv.org/abs/2402.02057
explosion/spacy-llm ⭐ 1,164
🦙 Integrating LLMs into structured NLP pipelines
🔗 spacy.io/usage/large-language-models
ibm/Dromedary ⭐ 1,131
Dromedary: towards helpful, ethical and reliable LLMs.
pyspur-dev/pyspur ⭐ 1,105
Graph-Based Editor for LLM Workflows
🔗 pyspur.dev
shengranhu/ADAS ⭐ 1,105
Automated Design of Agentic Systems using Meta Agent Search to show agents can invent novel and powerful agent designs
lupantech/chameleon-llm ⭐ 1,096
Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models".
🔗 chameleon-llm.github.io
rlancemartin/auto-evaluator ⭐ 1,066
Evaluation tool for LLM QA chains
🔗 autoevaluator.langchain.com
prefecthq/ControlFlow ⭐ 1,042
ControlFlow provides a structured, developer-focused framework for defining workflows and delegating work to LLMs, without sacrificing control or transparency
🔗 controlflow.ai
topoteretes/cognee ⭐ 1,028
Reliable LLM Memory for AI Applications and AI Agents
🔗 www.cognee.ai
ctlllll/LLM-ToolMaker ⭐ 1,026
Large Language Models as Tool Makers
microsoft/Llama-2-Onnx ⭐ 1,025
A Microsoft optimized version of the Llama 2 model, available from Meta
nomic-ai/pygpt4all ⭐ 1,022
Official supported Python bindings for llama.cpp + gpt4all
🔗 nomic-ai.github.io/pygpt4all
cerebras/modelzoo ⭐ 992
Examples of common deep learning models that can be trained on Cerebras hardware
pinecone-io/canopy ⭐ 991
Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone
🔗 www.pinecone.io
ajndkr/lanarky ⭐ 984
The web framework for building LLM microservices
🔗 lanarky.ajndkr.com
likejazz/llama3.np ⭐ 977
llama3.np is a pure NumPy implementation for Llama 3 model.
huggingface/lighteval ⭐ 936
LightEval is a lightweight LLM evaluation suite that Hugging Face has been using internally with the recently released LLM data processing library datatrove and LLM training library nanotron.
huggingface/evaluation-guidebook ⭐ 931
Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!
nirdiamant/Controllable-RAG-Agent ⭐ 925
An advanced Retrieval-Augmented Generation (RAG) solution designed to tackle complex questions that simple semantic similarity-based retrieval cannot solve
huggingface/optimum-nvidia ⭐ 907
Optimum-NVIDIA delivers the best inference performance on the NVIDIA platform through Hugging Face. Run LLaMA 2 at 1,200 tokens/second (up to 28x faster than the framework)
datadreamer-dev/DataDreamer ⭐ 887
DataDreamer is a powerful open-source Python library for prompting, synthetic data generation, and training workflows. It is designed to be simple, extremely efficient, and research-grade.
🔗 datadreamer.dev
soulter/hugging-chat-api ⭐ 886
HuggingChat Python API🤗
muennighoff/sgpt ⭐ 857
SGPT: GPT Sentence Embeddings for Semantic Search
🔗 arxiv.org/abs/2202.08904
prometheus-eval/prometheus-eval ⭐ 834
Evaluate your LLM's response with Prometheus and GPT4 💯
langchain-ai/langsmith-cookbook ⭐ 812
LangSmith is a platform for building production-grade LLM applications.
🔗 langsmith-cookbook.vercel.app
junruxiong/IncarnaMind ⭐ 786
Connect and chat with your multiple documents (pdf and txt) through GPT 3.5, GPT-4 Turbo, Claude and Local Open-Source LLMs
🔗 www.incarnamind.com
oliveirabruno01/babyagi-asi ⭐ 784
BabyAGI: an Autonomous and Self-Improving agent, or BASI
nousresearch/Hermes-Function-Calling ⭐ 772
Code for the Hermes Pro Large Language Model to perform function calling based on the provided schema. It allows users to query the model and retrieve information related to stock prices, company fundamentals, financial statements
wandb/weave ⭐ 765
Weave is a toolkit for developing AI-powered applications, built by Weights & Biases.
🔗 wandb.me/weave
opengenerativeai/GenossGPT ⭐ 750
One API for all LLMs either Private or Public (Anthropic, Llama V2, GPT 3.5/4, Vertex, GPT4ALL, HuggingFace ...) 🌈🐂 Replace OpenAI GPT with any LLMs in your app with one line.
🔗 genoss.ai
opengvlab/OmniQuant ⭐ 749
[ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.
thytu/Agentarium ⭐ 747
Framework for managing and orchestrating AI agents with ease. Agentarium provides a flexible and intuitive way to create, manage, and coordinate interactions between multiple AI agents in various environments.
salesforce/xgen ⭐ 718
Salesforce open-source LLMs with 8k sequence length.
deedy/mac_computer_use ⭐ 692
A fork of Anthropic Computer Use that you can run on Mac computers to give Claude and other AI models autonomous access to your computer.
🔗 x.com/deedydas/status/1849481225041559910
joshuac215/agent-service-toolkit ⭐ 674
A full toolkit for running an AI agent service built with LangGraph, FastAPI and Streamlit.
🔗 agent-service-toolkit.streamlit.app
squeezeailab/SqueezeLLM ⭐ 667
[ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization
🔗 arxiv.org/abs/2306.07629
tag-research/TAG-Bench ⭐ 632
Table-Augmented Generation (TAG) is a unified and general-purpose paradigm for answering natural language questions over databases
🔗 arxiv.org/pdf/2408.14717
lupantech/ScienceQA ⭐ 620
Data and code for NeurIPS 2022 Paper "Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering".
tsinghuadatabasegroup/DB-GPT ⭐ 592
LLM As Database Administrator
🔗 dbgpt.dbmind.cn
zhudotexe/kani ⭐ 563
kani (カニ) is a highly hackable microframework for chat-based language models with tool use/function calling. (NLP-OSS @ EMNLP 2023)
🔗 kani.readthedocs.io
microsoft/VPTQ ⭐ 550
Extreme Low-bit Vector Post-Training Quantization for Large Language Models
modal-labs/llm-finetuning ⭐ 550
Guide for fine-tuning Llama/Mistral/CodeLlama models and more
mlc-ai/xgrammar ⭐ 543
XGrammar is an open-source library for efficient, flexible, and portable structured generation. It supports general context-free grammar to enable a broad range of structures while bringing careful system optimizations to enable fast executions.
🔗 xgrammar.mlc.ai
hazyresearch/ama_prompting ⭐ 543
Ask Me Anything language model prompting
minishlab/model2vec ⭐ 542
Model2Vec is a technique to turn any sentence transformer into a really small static model, reducing model size by 15x and making the models up to 500x faster, with a small drop in performance
🔗 minishlab.github.io
declare-lab/instruct-eval ⭐ 537
This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.
🔗 declare-lab.github.io/instruct-eval
magnivorg/prompt-layer-library ⭐ 536
🍰 PromptLayer - Maintain a log of your prompts and OpenAI API requests. Track, debug, and replay old completions.
🔗 www.promptlayer.com
vahe1994/SpQR ⭐ 535
Quantization algorithm and the model evaluation code for SpQR method for LLM compression
continuum-llms/chatgpt-memory ⭐ 523
Allows to scale the ChatGPT API to multiple simultaneous sessions with infinite contextual and adaptive memory powered by GPT and Redis datastore.
eugeneyan/obsidian-copilot ⭐ 520
🤖 A prototype assistant for writing and thinking
🔗 eugeneyan.com/writing/obsidian-copilot
hazyresearch/H3 ⭐ 516
Language Modeling with the H3 State Space Model
judahpaul16/gpt-home ⭐ 494
ChatGPT at home! Basically a better Google Nest Hub or Amazon Alexa home assistant. Built on the Raspberry Pi using the OpenAI API.
🔗 hub.docker.com/r/judahpaul/gpt-home
huggingface/text-clustering ⭐ 483
Easily embed, cluster and semantically label text datasets
stanford-oval/suql ⭐ 233
SUQL: Conversational Search over Structured and Unstructured Data with LLMs
🔗 arxiv.org/abs/2311.09818
dottxt-ai/outlines-core ⭐ 162
Core functionality for structured generation, formerly implemented in Outlines, with a focus on performance and portability.
prithivirajdamodaran/Route0x ⭐ 87
A production-grade query routing solution, leveraging LLMs while optimizing for cost per query

Math and Science

Mathematical, numerical and scientific libraries.

numpy/numpy ⭐ 28,485
The fundamental package for scientific computing with Python.
🔗 numpy.org
camdavidsonpilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers ⭐ 27,079
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
🔗 camdavidsonpilon.github.io/probabilistic-programming-and-bayesian-methods-for-hackers
taichi-dev/taichi ⭐ 26,539
Productive, portable, and performant GPU programming in Python: Taichi Lang is an open-source, imperative, parallel programming language for high-performance numerical computation.
🔗 taichi-lang.org
experience-monks/math-as-code ⭐ 15,231
This is a reference to ease developers into mathematical notation by showing comparisons with Python code
scipy/scipy ⭐ 13,258
SciPy library main repository
🔗 scipy.org
sympy/sympy ⭐ 13,179
A computer algebra system written in pure Python
🔗 sympy.org
google/or-tools ⭐ 11,459
Google Optimization Tools (a.k.a., OR-Tools) is an open-source, fast and portable software suite for solving combinatorial optimization problems.
🔗 developers.google.com/optimization
z3prover/z3 ⭐ 10,543
Z3 is a theorem prover from Microsoft Research with a Python language binding.
cupy/cupy ⭐ 9,660
NumPy & SciPy for GPU
🔗 cupy.dev
google-deepmind/alphageometry ⭐ 4,243
Solving Olympiad Geometry without Human Demonstrations
pim-book/programmers-introduction-to-mathematics ⭐ 3,518
Code for A Programmer's Introduction to Mathematics
🔗 pimbook.org
mikedh/trimesh ⭐ 3,073
Python library for loading and using triangular meshes.
🔗 trimesh.org
talalalrawajfeh/mathematics-roadmap ⭐ 2,600
A Comprehensive Roadmap to Mathematics
pyro-ppl/numpyro ⭐ 2,359
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
🔗 num.pyro.ai
mckinsey/causalnex ⭐ 2,273
A Python library that helps data scientists to infer causation rather than observing correlation.
🔗 causalnex.readthedocs.io
pyomo/pyomo ⭐ 2,078
An object-oriented algebraic modeling language in Python for structured optimization problems.
🔗 www.pyomo.org
facebookresearch/theseus ⭐ 1,816
A library for differentiable nonlinear optimization
arviz-devs/arviz ⭐ 1,629
Exploratory analysis of Bayesian models with Python
🔗 python.arviz.org
google-research/torchsde ⭐ 1,595
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
dynamicslab/pysindy ⭐ 1,491
A package for the sparse identification of nonlinear dynamical systems from data
🔗 pysindy.readthedocs.io/en/latest
geomstats/geomstats ⭐ 1,281
Computations and statistics on manifolds with geometric structures.
🔗 geomstats.ai
cma-es/pycma ⭐ 1,131
pycma is a Python implementation of CMA-ES and a few related numerical optimization tools.
pymc-labs/CausalPy ⭐ 935
A Python package for causal inference in quasi-experimental settings
🔗 causalpy.readthedocs.io
sj001/AI-Feynman ⭐ 651
Implementation of AI Feynman: a Physics-Inspired Method for Symbolic Regression
willianfuks/tfcausalimpact ⭐ 625
Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.
lean-dojo/LeanDojo ⭐ 596
Tool for data extraction and interacting with Lean programmatically.
🔗 leandojo.org
brandondube/prysm ⭐ 276
Prysm is an open-source library for physical and first-order modeling of optical systems and analysis of related data: numerical and physical optics, integrated modeling, phase retrieval, segmented systems, polynomials and fitting, sequential raytracing.
🔗 prysm.readthedocs.io/en/stable
lean-dojo/ReProver ⭐ 239
Retrieval-Augmented Theorem Provers for Lean
🔗 leandojo.org
albahnsen/pycircular ⭐ 101
pycircular is a Python module for circular data analysis
gbillotey/Fractalshades ⭐ 28
Arbitrary-precision fractal explorer - Python package

Machine Learning - General

General and classical machine learning libraries. See below for other sections covering specialised ML areas.

openai/openai-cookbook ⭐ 61,015
Examples and guides for using the OpenAI API
🔗 cookbook.openai.com
scikit-learn/scikit-learn ⭐ 60,656
scikit-learn: machine learning in Python
🔗 scikit-learn.org
suno-ai/bark ⭐ 36,581
🔊 Text-Prompted Generative Audio Model
tencentarc/GFPGAN ⭐ 36,120
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
google-research/google-research ⭐ 34,627
This repository contains code released by Google Research
🔗 research.google
facebookresearch/faiss ⭐ 32,248
A library for efficient similarity search and clustering of dense vectors.
🔗 faiss.ai
google/jax ⭐ 30,921
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
🔗 jax.readthedocs.io
open-mmlab/mmdetection ⭐ 29,979
OpenMMLab Detection Toolbox and Benchmark
🔗 mmdetection.readthedocs.io
lutzroeder/netron ⭐ 29,007
Visualizer for neural network, deep learning and machine learning models
🔗 netron.app
ageron/handson-ml2 ⭐ 28,200
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
google/mediapipe ⭐ 28,160
Cross-platform, customizable ML solutions for live and streaming media.
🔗 ai.google.dev/edge/mediapipe
dmlc/xgboost ⭐ 26,461
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
🔗 xgboost.readthedocs.io/en/stable
roboflow/supervision ⭐ 24,585
We write your reusable computer vision tools. 💜
🔗 supervision.roboflow.com
harisiqbal88/PlotNeuralNet ⭐ 22,514
Latex code for making neural networks diagrams
jina-ai/serve ⭐ 21,230
☁️ Build multimodal AI applications with cloud-native stack
🔗 jina.ai/serve
onnx/onnx ⭐ 18,196
Open standard for machine learning interoperability
🔗 onnx.ai
ml-explore/mlx ⭐ 18,189
MLX is an array framework for machine learning on Apple silicon, brought to you by Apple machine learning research.
🔗 ml-explore.github.io/mlx
microsoft/LightGBM ⭐ 16,856
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
🔗 lightgbm.readthedocs.io/en/latest
ddbourgin/numpy-ml ⭐ 15,843
Machine learning, in numpy
🔗 numpy-ml.readthedocs.io
tensorflow/tensor2tensor ⭐ 15,710
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
microsoft/onnxruntime ⭐ 15,216
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
🔗 onnxruntime.ai
aleju/imgaug ⭐ 14,475
Image augmentation for machine learning experiments.
🔗 imgaug.readthedocs.io
microsoft/nni ⭐ 14,095
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
🔗 nni.readthedocs.io
jindongwang/transferlearning ⭐ 13,621
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
🔗 transferlearning.xyz
neonbjb/tortoise-tts ⭐ 13,460
A multi-voice TTS system trained with an emphasis on quality
spotify/annoy ⭐ 13,393
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
deepmind/deepmind-research ⭐ 13,388
This repository contains implementations and illustrative code to accompany DeepMind publications
deepmind/alphafold ⭐ 13,060
Implementation of the inference pipeline of AlphaFold v2
facebookresearch/AnimatedDrawings ⭐ 12,083
Code to accompany "A Method for Animating Children's Drawings of the Human Figure"
ggerganov/ggml ⭐ 11,490
Tensor library for machine learning
optuna/optuna ⭐ 11,180
A hyperparameter optimization framework
🔗 optuna.org
statsmodels/statsmodels ⭐ 10,329
Statsmodels: statistical modeling and econometrics in Python
🔗 www.statsmodels.org/devel
twitter/the-algorithm-ml ⭐ 10,167
Source code for Twitter's Recommendation Algorithm
🔗 blog.twitter.com/engineering/en_us/topics/open-source/2023/twitter-recommendation-algorithm
thudm/CogVideo ⭐ 10,158
text and image to video generation: CogVideoX (2024) and CogVideo (ICLR 2023)
google-gemini/cookbook ⭐ 10,157
A collection of guides and examples for the Gemini API, including quickstart tutorials for writing prompts.
🔗 ai.google.dev/gemini-api/docs
cleanlab/cleanlab ⭐ 9,864
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
🔗 cleanlab.ai
epistasislab/tpot ⭐ 9,793
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
🔗 epistasislab.github.io/tpot
megvii-basedetection/YOLOX ⭐ 9,558
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
wandb/wandb ⭐ 9,342
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
🔗 wandb.ai
pycaret/pycaret ⭐ 9,055
An open-source, low-code machine learning library in Python
🔗 www.pycaret.org
facebookresearch/xformers ⭐ 8,866
Hackable and optimized Transformers building blocks, supporting a composable construction.
🔗 facebookresearch.github.io/xformers
pymc-devs/pymc ⭐ 8,814
Bayesian Modeling and Probabilistic Programming in Python
🔗 docs.pymc.io
uberi/speech_recognition ⭐ 8,517
Speech recognition module for Python, supporting several engines and APIs, online and offline.
🔗 pypi.python.org/pypi/speechrecognition
open-mmlab/mmsegmentation ⭐ 8,448
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
🔗 mmsegmentation.readthedocs.io/en/main
awslabs/autogluon ⭐ 8,220
Fast and Accurate ML in 3 Lines of Code
🔗 auto.gluon.ai
catboost/catboost ⭐ 8,180
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
🔗 catboost.ai
huggingface/accelerate ⭐ 8,136
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
🔗 huggingface.co/docs/accelerate
automl/auto-sklearn ⭐ 7,675
Automated Machine Learning with scikit-learn
🔗 automl.github.io/auto-sklearn
lmcinnes/umap ⭐ 7,552
Uniform Manifold Approximation and Projection
featurelabs/featuretools ⭐ 7,326
An open source python library for automated feature engineering
🔗 www.featuretools.com
hyperopt/hyperopt ⭐ 7,304
Distributed Asynchronous Hyperparameter Optimization in Python
🔗 hyperopt.github.io/hyperopt
py-why/dowhy ⭐ 7,221
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
🔗 www.pywhy.org/dowhy
hips/autograd ⭐ 7,080
Efficiently computes derivatives of NumPy code.
open-mmlab/mmagic ⭐ 7,019
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.
🔗 mmagic.readthedocs.io/en/latest
scikit-learn-contrib/imbalanced-learn ⭐ 6,886
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
🔗 imbalanced-learn.org
probml/pyprobml ⭐ 6,616
Python code for "Probabilistic Machine learning" book by Kevin Murphy
ml-explore/mlx-examples ⭐ 6,492
Examples in the MLX framework
nicolashug/Surprise ⭐ 6,458
A Python scikit for building and analyzing recommender systems
🔗 surpriselib.com
google/automl ⭐ 6,293
Google Brain AutoML
yangchris11/samurai ⭐ 6,259
Official repository of "SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory"
🔗 yangchris11.github.io/samurai
cleverhans-lab/cleverhans ⭐ 6,227
An adversarial example library for constructing attacks, building defenses, and benchmarking both
kevinmusgrave/pytorch-metric-learning ⭐ 6,061
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
🔗 kevinmusgrave.github.io/pytorch-metric-learning
project-monai/MONAI ⭐ 6,006
AI Toolkit for Healthcare Imaging
🔗 monai.io
open-mmlab/mmcv ⭐ 5,964
OpenMMLab Computer Vision Foundation
🔗 mmcv.readthedocs.io/en/latest
google-deepmind/graphcast ⭐ 5,594
GraphCast: Learning skillful medium-range global weather forecasting
uber/causalml ⭐ 5,171
Uplift modeling and causal inference with machine learning algorithms
online-ml/river ⭐ 5,150
🌊 Online machine learning in Python
🔗 riverml.xyz
mdbloice/Augmentor ⭐ 5,090
Image augmentation library in Python for machine learning.
🔗 augmentor.readthedocs.io/en/stable
rasbt/mlxtend ⭐ 4,936
A library of extension and helper modules for Python's data analysis and machine learning libraries.
🔗 rasbt.github.io/mlxtend
marqo-ai/marqo ⭐ 4,709
Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai
🔗 www.marqo.ai
skvark/opencv-python ⭐ 4,639
Automated CI toolchain to produce precompiled opencv-python, opencv-python-headless, opencv-contrib-python and opencv-contrib-python-headless packages.
🔗 pypi.org/project/opencv-python
apple/coremltools ⭐ 4,507
Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
🔗 coremltools.readme.io
sanchit-gandhi/whisper-jax ⭐ 4,495
JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.
nmslib/hnswlib ⭐ 4,475
Header-only C++/python library for fast approximate nearest neighbors
🔗 github.com/nmslib/hnswlib
lucidrains/deep-daze ⭐ 4,376
Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun
districtdatalabs/yellowbrick ⭐ 4,303
Visual analysis and diagnostic tools to facilitate machine learning model selection.
🔗 www.scikit-yb.org
nv-tlabs/GET3D ⭐ 4,272
Generative Model of High Quality 3D Textured Shapes Learned from Images
huggingface/autotrain-advanced ⭐ 4,180
AutoTrain Advanced: faster and easier training and deployments of state-of-the-art machine learning models
🔗 huggingface.co/autotrain
microsoft/FLAML ⭐ 4,006
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
🔗 microsoft.github.io/flaml
cmusphinx/pocketsphinx ⭐ 3,989
A small speech recognizer
ourownstory/neural_prophet ⭐ 3,931
NeuralProphet: A simple forecasting package
🔗 neuralprophet.com
py-why/EconML ⭐ 3,922
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to brin...
🔗 www.microsoft.com/en-us/research/project/alice
huggingface/notebooks ⭐ 3,773
Notebooks using the Hugging Face libraries 🤗
zjunlp/DeepKE ⭐ 3,668
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
🔗 deepke.zjukg.cn
huggingface/speech-to-speech ⭐ 3,661
Speech To Speech: an effort for an open-sourced and modular GPT4-o
rucaibox/RecBole ⭐ 3,537
A unified, comprehensive and efficient recommendation library
🔗 recbole.io
yoheinakajima/instagraph ⭐ 3,489
Converts text input or URL into knowledge graph and displays
facebookresearch/vissl ⭐ 3,263
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
🔗 vissl.ai
pytorch/glow ⭐ 3,249
Compiler for Neural Network hardware accelerators
lightly-ai/lightly ⭐ 3,239
A python library for self-supervised learning on images.
🔗 docs.lightly.ai/self-supervised-learning
lucidrains/musiclm-pytorch ⭐ 3,205
Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch
hrnet/HRNet-Semantic-Segmentation ⭐ 3,183
The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
mljar/mljar-supervised ⭐ 3,085
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
🔗 mljar.com
shankarpandala/lazypredict ⭐ 3,047
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
huggingface/safetensors ⭐ 2,983
Implements a new simple format for storing tensors safely (as opposed to pickle) and that is still fast (zero-copy).
🔗 huggingface.co/docs/safetensors
scikit-learn-contrib/hdbscan ⭐ 2,834
A high performance implementation of HDBSCAN clustering.
🔗 hdbscan.readthedocs.io/en/latest
scikit-optimize/scikit-optimize ⭐ 2,751
Sequential model-based optimization with a scipy.optimize interface
🔗 scikit-optimize.github.io
google-research/t5x ⭐ 2,719
T5X is a modular, composable, research-friendly framework for high-performance, configurable, self-service training, evaluation, and inference of sequence models (starting with language) at many scales.
huggingface/optimum ⭐ 2,650
🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
🔗 huggingface.co/docs/optimum/main
apple/ml-ane-transformers ⭐ 2,578
Reference implementation of the Transformer architecture optimized for Apple Neural Engine (ANE)
freedmand/semantra ⭐ 2,537
Semantra is a multipurpose tool for semantically searching documents. Query by meaning rather than just by matching text.
rom1504/clip-retrieval ⭐ 2,464
Easily compute clip embeddings and build a clip retrieval system with them
🔗 rom1504.github.io/clip-retrieval
scikit-learn-contrib/category_encoders ⭐ 2,416
A library of sklearn compatible categorical variable encoders
🔗 contrib.scikit-learn.org/category_encoders
neuraloperator/neuraloperator ⭐ 2,354
Comprehensive library for learning neural operators in PyTorch. It is the official implementation for Fourier Neural Operators and Tensorized Neural Operators.
🔗 neuraloperator.github.io/dev/index.html
eric-mitchell/direct-preference-optimization ⭐ 2,305
Reference implementation for DPO (Direct Preference Optimization)
huggingface/huggingface_hub ⭐ 2,208
The official Python client for the Huggingface Hub.
🔗 huggingface.co/docs/huggingface_hub
aws/sagemaker-python-sdk ⭐ 2,119
A library for training and deploying machine learning models on Amazon SageMaker
🔗 sagemaker.readthedocs.io
huggingface/evaluate ⭐ 2,081
🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
🔗 huggingface.co/docs/evaluate
contextlab/hypertools ⭐ 1,829
A Python toolbox for gaining geometric insights into high-dimensional data
🔗 hypertools.readthedocs.io/en/latest
rentruewang/koila ⭐ 1,823
Prevent PyTorch's CUDA error: out of memory in just 1 line of code.
🔗 koila.rentruewang.com
linkedin/greykite ⭐ 1,815
A flexible, intuitive and fast forecasting library
bmabey/pyLDAvis ⭐ 1,812
Python library for interactive topic model visualization. Port of the R LDAvis package.
scikit-learn-contrib/lightning ⭐ 1,728
Large-scale linear classification, regression and ranking in Python
🔗 contrib.scikit-learn.org/lightning
castorini/pyserini ⭐ 1,714
Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
🔗 pyserini.io
tensorflow/addons ⭐ 1,691
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
microsoft/i-Code ⭐ 1,682
The ambition of the i-Code project is to build integrative and composable multimodal AI. The "i" stands for integrative multimodal learning.
microsoft/Olive ⭐ 1,681
Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs.
🔗 microsoft.github.io/olive
visual-layer/fastdup ⭐ 1,643
fastdup is a powerful, free tool designed to rapidly generate valuable insights from image and video datasets. It helps enhance the quality of both images and labels, while significantly reducing data operation costs, all with unmatched scalability.
qdrant/fastembed ⭐ 1,641
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
🔗 qdrant.github.io/fastembed
laekov/fastmoe ⭐ 1,587
A fast MoE impl for PyTorch
🔗 fastmoe.ai
kubeflow/katib ⭐ 1,529
Automated Machine Learning on Kubernetes
🔗 www.kubeflow.org/docs/components/katib
google/vizier ⭐ 1,517
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
🔗 oss-vizier.readthedocs.io
jina-ai/finetuner ⭐ 1,486
🎯 Task-oriented embedding tuning for BERT, CLIP, etc.
🔗 finetuner.jina.ai
csinva/imodels ⭐ 1,413
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
🔗 csinva.io/imodels
microsoft/Semi-supervised-learning ⭐ 1,398
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
🔗 usb.readthedocs.io
patchy631/machine-learning ⭐ 1,395
Machine Learning Tutorials Repository
spotify/voyager ⭐ 1,365
🛰️ An approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.
🔗 spotify.github.io/voyager
borealisai/advertorch ⭐ 1,317
A Toolbox for Adversarial Robustness Research
koaning/scikit-lego ⭐ 1,292
Extra blocks for scikit-learn pipelines.
🔗 koaning.github.io/scikit-lego
awslabs/dgl-ke ⭐ 1,282
High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.
🔗 dglke.dgl.ai/doc
priorlabs/TabPFN ⭐ 1,261
The TabPFN is a neural network that learned to do tabular data prediction. This is the original CUDA-supporting pytorch impelementation.
🔗 priorlabs.ai
lightning-ai/lightning-thunder ⭐ 1,258
Thunder is a source-to-source compiler for PyTorch. It makes PyTorch programs faster by combining and using different hardware executors at once
pytorch/FBGEMM ⭐ 1,233
FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
nvidia/cuda-python ⭐ 1,034
CUDA Python: Performance meets Productivity
🔗 nvidia.github.io/cuda-python
davidmrau/mixture-of-experts ⭐ 1,014
PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538
google-research/deeplab2 ⭐ 1,007
DeepLab2 is a TensorFlow library for deep labeling, aiming to provide a unified and state-of-the-art TensorFlow codebase for dense pixel labeling tasks.
opentensor/bittensor ⭐ 966
Internet-scale Neural Networks
🔗 www.bittensor.com
lmcinnes/pynndescent ⭐ 908
A Python nearest neighbor descent for approximate nearest neighbors
oml-team/open-metric-learning ⭐ 900
OML is a PyTorch-based framework to train and validate the models producing high-quality embeddings.
🔗 open-metric-learning.readthedocs.io/en/latest/index.html
hazyresearch/safari ⭐ 873
Convolutions for Sequence Modeling
huggingface/optimum-quanto ⭐ 859
A pytorch quantization backend for optimum
criteo/autofaiss ⭐ 824
Automatically create Faiss knn indices with the most optimal similarity search parameters.
🔗 criteo.github.io/autofaiss
replicate/replicate-python ⭐ 785
Python client for Replicate
🔗 replicate.com
pymc-labs/pymc-marketing ⭐ 741
Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.
🔗 www.pymc-marketing.io
awslabs/python-deequ ⭐ 736
Python API for Deequ, a library built on Spark for defining "unit tests for data", which measure data quality in large datasets
facebookresearch/balance ⭐ 691
The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.
🔗 import-balance.org
nicolas-hbt/pygraft ⭐ 676
Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips
🔗 pygraft.readthedocs.io/en/latest
googleapis/python-aiplatform ⭐ 672
A Python SDK for Vertex AI, a fully managed, end-to-end platform for data science and machine learning.
qdrant/quaterion ⭐ 645
Blazing fast framework for fine-tuning similarity learning models
🔗 quaterion.qdrant.tech
hpcaitech/EnergonAI ⭐ 629
Large-scale model inference.
huggingface/exporters ⭐ 629
Export Hugging Face models to Core ML and TensorFlow Lite
intel/intel-npu-acceleration-library ⭐ 565
The Intel NPU Acceleration Library is a Python library designed to boost the efficiency of your applications by leveraging the power of the Intel Neural Processing Unit (NPU) to perform high-speed computations on compatible hardware.
nomic-ai/contrastors ⭐ 559
Contrastive learning toolkit that enables researchers and engineers to train and evaluate contrastive models efficiently.
intellabs/bayesian-torch ⭐ 559
A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch
microsoft/Focal-Transformer ⭐ 548
[NeurIPS 2021 Spotlight] Official code for "Focal Self-attention for Local-Global Interactions in Vision Transformers"
cvxgrp/pymde ⭐ 540
Minimum-distortion embedding with PyTorch
🔗 pymde.org
mrdbourke/m1-machine-learning-test ⭐ 531
Code for testing various M1 Chip benchmarks with TensorFlow.
linkedin/FastTreeSHAP ⭐ 527
Fast SHAP value computation for interpreting tree-based models
nevronai/MetisFL ⭐ 527
The first open Federated Learning framework implemented in C++ and Python.
🔗 metisfl.org
dylanhogg/gptauthor ⭐ 67
GPTAuthor is an AI tool for writing long form, multi-chapter stories given a story prompt.

Machine Learning - Deep Learning

Machine learning libraries that cross over with deep learning in some way.

tensorflow/tensorflow ⭐ 187,148
An Open Source Machine Learning Framework for Everyone
🔗 tensorflow.org
pytorch/pytorch ⭐ 85,611
Tensors and Dynamic neural networks in Python with strong GPU acceleration
🔗 pytorch.org
openai/whisper ⭐ 73,917
Robust Speech Recognition via Large-Scale Weak Supervision
keras-team/keras ⭐ 62,330
Deep Learning for humans
🔗 keras.io
deepfakes/faceswap ⭐ 52,815
Deepfakes Software For All
🔗 www.faceswap.dev
facebookresearch/segment-anything ⭐ 48,419
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
microsoft/DeepSpeed ⭐ 36,136
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
🔗 www.deepspeed.ai
rwightman/pytorch-image-models ⭐ 32,820
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
🔗 huggingface.co/docs/timm
facebookresearch/detectron2 ⭐ 30,954
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
🔗 detectron2.readthedocs.io/en/latest
xinntao/Real-ESRGAN ⭐ 29,116
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
lightning-ai/pytorch-lightning ⭐ 28,750
The deep learning framework to pretrain, finetune and deploy AI models. PyTorch Lightning is just organized PyTorch - Lightning disentangles PyTorch code to decouple the science from the engineering.
🔗 lightning.ai
google-research/tuning_playbook ⭐ 27,711
A playbook for systematically maximizing the performance of deep learning models.
openai/CLIP ⭐ 26,828
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
facebookresearch/Detectron ⭐ 26,290
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
matterport/Mask_RCNN ⭐ 24,816
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
paddlepaddle/Paddle ⭐ 22,394
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
🔗 www.paddlepaddle.org
pyg-team/pytorch_geometric ⭐ 21,713
Graph Neural Network Library for PyTorch
🔗 pyg.org
lucidrains/vit-pytorch ⭐ 21,339
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
apache/mxnet ⭐ 20,789
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
🔗 mxnet.apache.org
sanster/IOPaint ⭐ 20,109
Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.
🔗 www.iopaint.com
danielgatis/rembg ⭐ 17,565
Rembg is a tool to remove images background
rasbt/deeplearning-models ⭐ 16,824
A collection of various deep learning architectures, models, and tips
albumentations-team/albumentations ⭐ 14,453
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
🔗 albumentations.ai
microsoft/Swin-Transformer ⭐ 14,158
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
🔗 arxiv.org/abs/2103.14030
facebookresearch/detr ⭐ 13,838
End-to-End Object Detection with Transformers
nvidia/DeepLearningExamples ⭐ 13,746
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
dmlc/dgl ⭐ 13,631
Python package built to ease deep learning on graph, on top of existing DL frameworks.
🔗 dgl.ai
mlfoundations/open_clip ⭐ 10,740
Open source implementation of OpenAI's CLIP (Contrastive Language-Image Pre-training).
kornia/kornia ⭐ 10,122
🐍 Geometric Computer Vision Library for Spatial AI
🔗 kornia.readthedocs.io
modelscope/facechain ⭐ 9,210
FaceChain is a deep-learning toolchain for generating your Digital-Twin.
keras-team/autokeras ⭐ 9,176
AutoML library for deep learning
🔗 autokeras.com
facebookresearch/pytorch3d ⭐ 8,954
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
🔗 pytorch3d.org
arogozhnikov/einops ⭐ 8,621
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
🔗 einops.rocks
pyro-ppl/pyro ⭐ 8,618
Deep universal probabilistic programming with Python and PyTorch
🔗 pyro.ai
nvidia/apex ⭐ 8,493
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
facebookresearch/ImageBind ⭐ 8,455
ImageBind One Embedding Space to Bind Them All
lucidrains/imagen-pytorch ⭐ 8,145
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
google/trax ⭐ 8,127
Trax — Deep Learning with Clear Code and Speed
tencent/HunyuanVideo ⭐ 7,111
HunyuanVideo: A Systematic Framework For Large Video Generation Model
🔗 aivideo.hunyuan.tencent.com
xpixelgroup/BasicSR ⭐ 7,055
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
🔗 basicsr.readthedocs.io/en/latest
bytedance/monolith ⭐ 6,656
A deep learning framework for large scale recommendation modeling with collisionless embedding and real time training captures.
google/flax ⭐ 6,239
Flax is a neural network library for JAX that is designed for flexibility.
🔗 flax.readthedocs.io
skorch-dev/skorch ⭐ 5,928
A scikit-learn compatible neural network library that wraps PyTorch
facebookresearch/mmf ⭐ 5,519
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
🔗 mmf.sh
mosaicml/composer ⭐ 5,224
Supercharge Your Model Training
🔗 docs.mosaicml.com
deci-ai/super-gradients ⭐ 4,641
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
🔗 www.supergradients.com
facebookincubator/AITemplate ⭐ 4,585
AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
nvidiagameworks/kaolin ⭐ 4,570
A PyTorch Library for Accelerating 3D Deep Learning Research
pytorch/ignite ⭐ 4,566
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
🔗 pytorch-ignite.ai
williamyang1991/VToonify ⭐ 3,554
[SIGGRAPH Asia 2022] VToonify: Controllable High-Resolution Portrait Video Style Transfer
cvg/LightGlue ⭐ 3,524
LightGlue: Local Feature Matching at Light Speed (ICCV 2023)
facebookresearch/PyTorch-BigGraph ⭐ 3,389
Generate embeddings from large-scale graph-structured data.
🔗 torchbiggraph.readthedocs.io
google-research/scenic ⭐ 3,377
Scenic: A Jax Library for Computer Vision Research and Beyond
pytorch/botorch ⭐ 3,139
Bayesian optimization in PyTorch
🔗 botorch.org
alpa-projects/alpa ⭐ 3,093
Training and serving large-scale neural networks with auto parallelization.
🔗 alpa.ai
deepmind/dm-haiku ⭐ 2,931
JAX-based neural network library
🔗 dm-haiku.readthedocs.io
explosion/thinc ⭐ 2,829
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
🔗 thinc.ai
nerdyrodent/VQGAN-CLIP ⭐ 2,630
Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.
danielegrattarola/spektral ⭐ 2,373
Graph Neural Networks with Keras and Tensorflow 2.
🔗 graphneural.network
google-research/electra ⭐ 2,343
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
fepegar/torchio ⭐ 2,105
Medical imaging toolkit for deep learning
🔗 torchio.org
neuralmagic/sparseml ⭐ 2,089
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
pytorch/torchrec ⭐ 1,998
Pytorch domain library for recommendation systems
🔗 pytorch.org/torchrec
modelscope/ClearerVoice-Studio ⭐ 1,934
An AI-Powered Speech Processing Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Enhancement, Separation, and Target Speaker Extraction, etc.
tensorflow/mesh ⭐ 1,598
Mesh TensorFlow: Model Parallelism Made Easier
tensorly/tensorly ⭐ 1,585
TensorLy: Tensor Learning in Python.
🔗 tensorly.org
vt-vl-lab/FGVC ⭐ 1,555
[ECCV 2020] Flow-edge Guided Video Completion
calculatedcontent/WeightWatcher ⭐ 1,493
The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
jeshraghian/snntorch ⭐ 1,408
Deep and online learning with spiking neural networks in Python
🔗 snntorch.readthedocs.io/en/latest
hysts/pytorch_image_classification ⭐ 1,375
PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet
xl0/lovely-tensors ⭐ 1,172
Tensors, for human consumption
🔗 xl0.github.io/lovely-tensors
deepmind/android_env ⭐ 1,033
RL research on Android devices.
keras-team/keras-cv ⭐ 1,015
Industry-strength Computer Vision workflows with Keras
tensorflow/similarity ⭐ 1,014
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
kakaobrain/rq-vae-transformer ⭐ 819
The official implementation of Autoregressive Image Generation using Residual Quantization (CVPR '22)
deepmind/chex ⭐ 804
Chex is a library of utilities for helping to write reliable JAX code
🔗 chex.readthedocs.io
mlfoundations/datacomp ⭐ 670
DataComp: In search of the next generation of multimodal datasets
🔗 datacomp.ai
whitead/dmol-book ⭐ 629
Deep learning for molecules and materials book
🔗 dmol.pub
allenai/reward-bench ⭐ 479
RewardBench is a benchmark designed to evaluate the capabilities and safety of reward models (including those trained with Direct Preference Optimization, DPO)
🔗 huggingface.co/spaces/allenai/reward-bench

Machine Learning - Interpretability

Machine learning interpretability libraries. Covers explainability, prediction explainations, dashboards, understanding knowledge development in training.

slundberg/shap ⭐ 23,184
A game theoretic approach to explain the output of any machine learning model.
🔗 shap.readthedocs.io
marcotcr/lime ⭐ 11,691
Lime: Explaining the predictions of any machine learning classifier
interpretml/interpret ⭐ 6,345
Fit interpretable models. Explain blackbox machine learning.
🔗 interpret.ml/docs
pytorch/captum ⭐ 5,017
Model interpretability and understanding for PyTorch
🔗 captum.ai
tensorflow/lucid ⭐ 4,682
A collection of infrastructure and tools for research in neural network interpretability.
arize-ai/phoenix ⭐ 4,399
AI Observability & Evaluation
🔗 docs.arize.com/phoenix
pair-code/lit ⭐ 3,506
The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.
🔗 pair-code.github.io/lit
teamhg-memex/eli5 ⭐ 2,762
A library for debugging/inspecting machine learning classifiers and explaining their predictions
🔗 eli5.readthedocs.io
maif/shapash ⭐ 2,761
🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models
🔗 maif.github.io/shapash
seldonio/alibi ⭐ 2,424
Algorithms for explaining machine learning models
🔗 docs.seldon.io/projects/alibi/en/stable
oegedijk/explainerdashboard ⭐ 2,344
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
🔗 explainerdashboard.readthedocs.io
eleutherai/pythia ⭐ 2,331
Interpretability analysis and scaling laws to understand how knowledge develops and evolves during training in autoregressive transformers
jalammar/ecco ⭐ 1,992
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
🔗 ecco.readthedocs.io
transformerlensorg/TransformerLens ⭐ 1,716
A library for mechanistic interpretability of GPT-style language models
🔗 transformerlensorg.github.io/transformerlens
google-deepmind/penzai ⭐ 1,708
A JAX library for writing models as legible, functional pytree data structures, along with tools for visualizing, modifying, and analyzing them. Penzai focuses on making it easy to do stuff with models after they have been trained
🔗 penzai.readthedocs.io
trusted-ai/AIX360 ⭐ 1,651
Interpretability and explainability of data and machine learning models
🔗 aix360.res.ibm.com
cdpierse/transformers-interpret ⭐ 1,311
Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.
selfexplainml/PiML-Toolbox ⭐ 1,227
PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics
🔗 selfexplainml.github.io/piml-toolbox
ethicalml/xai ⭐ 1,143
XAI is a Machine Learning library that is designed with AI explainability in its core. XAI contains various tools that enable for analysis and evaluation of data and models
🔗 ethical.institute/principles.html#commitment-3
salesforce/OmniXAI ⭐ 887
OmniXAI: A Library for eXplainable AI
andyzoujm/representation-engineering ⭐ 762
Representation Engineering: A Top-Down Approach to AI Transparency
🔗 www.ai-transparency.org
jbloomaus/SAELens ⭐ 558
Training Sparse Autoencoders on LLms. Analyse sparse autoencoders and neural network internals.
🔗 jbloomaus.github.io/saelens

Machine Learning - Ops

MLOps tools, frameworks and libraries: intersection of machine learning, data engineering and DevOps; deployment, health, diagnostics and governance of ML models.

apache/airflow ⭐ 38,192
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
🔗 airflow.apache.org
ray-project/ray ⭐ 34,768
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
🔗 ray.io
mlflow/mlflow ⭐ 19,164
Open source platform for the machine learning lifecycle
🔗 mlflow.org
spotify/luigi ⭐ 18,004
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
prefecthq/prefect ⭐ 17,944
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
🔗 prefect.io
kestra-io/kestra ⭐ 15,127
⚡ Workflow Automation Platform. Orchestrate & Schedule code in any language, run anywhere, 500+ plugins. Alternative to Zapier, Rundeck, Camunda, Airflow...
🔗 kestra.io
horovod/horovod ⭐ 14,330
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
🔗 horovod.ai
iterative/dvc ⭐ 14,058
🦉 Data Versioning and ML Experiments
🔗 dvc.org
dagster-io/dagster ⭐ 12,208
An orchestration platform for the development, production, and observation of data assets.
🔗 dagster.io
ludwig-ai/ludwig ⭐ 11,267
Low-code framework for building custom LLMs, neural networks, and other AI models
🔗 ludwig.ai
bentoml/OpenLLM ⭐ 10,351
Run any open-source LLMs, such as Llama, Mistral, as OpenAI compatible API endpoint in the cloud.
🔗 bentoml.com
dbt-labs/dbt-core ⭐ 10,174
dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
🔗 getdbt.com
great-expectations/great_expectations ⭐ 10,092
Always know what to expect from your data.
🔗 docs.greatexpectations.io
kedro-org/kedro ⭐ 10,079
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
🔗 kedro.org
huggingface/text-generation-inference ⭐ 9,563
A Rust, Python and gRPC server for text generation inference. Used in production at HuggingFace to power Hugging Chat, the Inference API and Inference Endpoint.
🔗 hf.co/docs/text-generation-inference
netflix/metaflow ⭐ 8,405
Open Source AI/ML Platform
🔗 metaflow.org
activeloopai/deeplake ⭐ 8,287
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
🔗 activeloop.ai
mage-ai/mage-ai ⭐ 8,066
🧙 Build, run, and manage data pipelines for integrating and transforming data.
🔗 www.mage.ai
langfuse/langfuse ⭐ 7,636
🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23
🔗 langfuse.com/docs
bentoml/BentoML ⭐ 7,258
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
🔗 bentoml.com
flyteorg/flyte ⭐ 5,890
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
🔗 flyte.org
allegroai/clearml ⭐ 5,770
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
🔗 clear.ml/docs
feast-dev/feast ⭐ 5,706
The Open Source Feature Store for Machine Learning
🔗 feast.dev
evidentlyai/evidently ⭐ 5,585
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
🔗 discord.gg/xzjkranp8b
aimhubio/aim ⭐ 5,294
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
🔗 aimstack.io
adap/flower ⭐ 5,290
Flower: A Friendly Federated AI Framework
🔗 flower.ai
internlm/lmdeploy ⭐ 5,104
LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
🔗 lmdeploy.readthedocs.io/en/latest
zenml-io/zenml ⭐ 4,300
ZenML 🙏: The bridge between ML and Ops. https://zenml.io.
🔗 zenml.io
internlm/xtuner ⭐ 4,126
An efficient, flexible and full-featured toolkit for fine-tuning LLM (InternLM2, Llama3, Phi3, Qwen, Mistral, ...)
🔗 xtuner.readthedocs.io/zh-cn/latest
orchest/orchest ⭐ 4,096
Build data pipelines, the easy way 🛠️
🔗 orchest.readthedocs.io/en/stable
kubeflow/pipelines ⭐ 3,648
Machine Learning Pipelines for Kubeflow
🔗 www.kubeflow.org/docs/components/pipelines
polyaxon/polyaxon ⭐ 3,588
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
🔗 polyaxon.com
ploomber/ploomber ⭐ 3,534
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
🔗 docs.ploomber.io
towhee-io/towhee ⭐ 3,276
Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
🔗 towhee.io
determined-ai/determined ⭐ 3,072
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
🔗 determined.ai
leptonai/leptonai ⭐ 2,671
A Pythonic framework to simplify AI service building
🔗 lepton.ai
azure/PyRIT ⭐ 2,035
The Python Risk Identification Tool for generative AI (PyRIT) is an open access automation framework to empower security professionals and ML engineers to red team foundation models and their applications.
🔗 azure.github.io/pyrit
dagworks-inc/hamilton ⭐ 1,960
Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
🔗 hamilton.dagworks.io/en/latest
meltano/meltano ⭐ 1,894
Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to writing, maintaining, and scaling your own API integrations.
🔗 meltano.com
dstackai/dstack ⭐ 1,643
dstack is a lightweight, open-source alternative to Kubernetes & Slurm, simplifying AI container orchestration with multi-cloud & on-prem support. It natively supports NVIDIA, AMD, & TPU.
🔗 dstack.ai/docs
hi-primus/optimus ⭐ 1,487
🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
🔗 hi-optimus.com
kubeflow/examples ⭐ 1,423
A repository to host extended examples and tutorials
dagworks-inc/burr ⭐ 1,416
Build applications that make decisions (chatbots, agents, simulations, etc...). Monitor, trace, persist, and execute on your own infrastructure.
🔗 burr.dagworks.io

Machine Learning - Reinforcement

Machine learning libraries and toolkits that cross over with reinforcement learning in some way: agent reinforcement learning, agent environemnts, RLHF

openai/gym ⭐ 35,089
A toolkit for developing and comparing reinforcement learning algorithms.
🔗 www.gymlibrary.dev
unity-technologies/ml-agents ⭐ 17,415
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
🔗 unity.com/products/machine-learning-agents
openai/baselines ⭐ 15,938
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
google/dopamine ⭐ 10,601
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
🔗 github.com/google/dopamine
thu-ml/tianshou ⭐ 8,129
An elegant PyTorch deep reinforcement learning library.
🔗 tianshou.org
deepmind/pysc2 ⭐ 8,049
StarCraft II Learning Environment
farama-foundation/Gymnasium ⭐ 7,778
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
🔗 gymnasium.farama.org
lucidrains/PaLM-rlhf-pytorch ⭐ 7,741
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
tensorlayer/TensorLayer ⭐ 7,338
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
🔗 tensorlayerx.com
keras-rl/keras-rl ⭐ 5,532
Deep Reinforcement Learning for Keras.
🔗 keras-rl.readthedocs.io
deepmind/dm_control ⭐ 3,875
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
ai4finance-foundation/ElegantRL ⭐ 3,812
Massively Parallel Deep Reinforcement Learning. 🔥
🔗 ai4finance.org
facebookresearch/ReAgent ⭐ 3,574
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
🔗 reagent.ai
deepmind/acme ⭐ 3,560
A library of reinforcement learning components and agents
opendilab/DI-engine ⭐ 3,177
DI-engine is a generalized decision intelligence engine for PyTorch and JAX. It provides python-first and asynchronous-native task and middleware abstractions
🔗 di-engine-docs.readthedocs.io
eureka-research/Eureka ⭐ 2,866
Official Repository for "Eureka: Human-Level Reward Design via Coding Large Language Models" (ICLR 2024)
🔗 eureka-research.github.io
pettingzoo-team/PettingZoo ⭐ 2,697
An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
🔗 pettingzoo.farama.org
pytorch/rl ⭐ 2,454
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
🔗 pytorch.org/rl
kzl/decision-transformer ⭐ 2,448
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
anthropics/hh-rlhf ⭐ 1,657
Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"
🔗 arxiv.org/abs/2204.05862
arise-initiative/robosuite ⭐ 1,424
robosuite: A Modular Simulation Framework and Benchmark for Robot Learning
🔗 robosuite.ai
humancompatibleai/imitation ⭐ 1,362
Clean PyTorch implementations of imitation and reward learning algorithms
🔗 imitation.readthedocs.io
denys88/rl_games ⭐ 975
RL Games: High performance RL library
google-deepmind/meltingpot ⭐ 642
A suite of test scenarios for multi-agent reinforcement learning.

Natural Language Processing

Natural language processing libraries and toolkits: text processing, topic modelling, tokenisers, chatbots. Also see the LLMs and ChatGPT category for crossover.

huggingface/transformers ⭐ 137,264
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
🔗 huggingface.co/transformers
pytorch/fairseq ⭐ 30,771
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
explosion/spaCy ⭐ 30,601
💫 Industrial-strength Natural Language Processing (NLP) in Python
🔗 spacy.io
myshell-ai/OpenVoice ⭐ 30,344
Instant voice cloning by MIT and MyShell.
🔗 research.myshell.ai/open-voice
microsoft/unilm ⭐ 20,533
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
🔗 aka.ms/generalai
huggingface/datasets ⭐ 19,438
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
🔗 huggingface.co/docs/datasets
vikparuchuri/marker ⭐ 19,078
Marker converts PDF, EPUB, and MOBI to markdown. It's 10x faster than nougat, more accurate on most documents, and has low hallucination risk.
🔗 www.datalab.to
rare-technologies/gensim ⭐ 15,768
Topic Modelling for Humans
🔗 radimrehurek.com/gensim
ukplab/sentence-transformers ⭐ 15,704
State-of-the-Art Text Embeddings
🔗 www.sbert.net
vikparuchuri/surya ⭐ 15,232
OCR, layout analysis, reading order, table recognition in 90+ languages
🔗 www.datalab.to
gunthercox/ChatterBot ⭐ 14,136
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
🔗 chatterbot.readthedocs.io
flairnlp/flair ⭐ 14,005
A very simple framework for state-of-the-art Natural Language Processing (NLP)
🔗 flairnlp.github.io/flair
nltk/nltk ⭐ 13,742
NLTK Source
🔗 www.nltk.org
m-bain/whisperX ⭐ 13,191
WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)
openai/tiktoken ⭐ 12,926
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
nvidia/NeMo ⭐ 12,633
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
🔗 docs.nvidia.com/nemo-framework/user-guide/latest/overview.html
jina-ai/clip-as-service ⭐ 12,521
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
🔗 clip-as-service.jina.ai
allenai/allennlp ⭐ 11,776
An open-source NLP research library, built on PyTorch.
🔗 www.allennlp.org
facebookresearch/seamless_communication ⭐ 11,060
Foundational Models for State-of-the-Art Speech and Text Translation
facebookresearch/ParlAI ⭐ 10,498
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
🔗 parl.ai
google/sentencepiece ⭐ 10,435
Unsupervised text tokenizer for Neural Network-based text generation.
neuml/txtai ⭐ 9,871
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
🔗 neuml.github.io/txtai
doccano/doccano ⭐ 9,679
Open source annotation tool for machine learning practitioners.
sloria/TextBlob ⭐ 9,206
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
🔗 textblob.readthedocs.io
speechbrain/speechbrain ⭐ 9,151
A PyTorch-based Speech Toolkit
🔗 speechbrain.github.io
facebookresearch/nougat ⭐ 9,133
Implementation of Nougat Neural Optical Understanding for Academic Documents
🔗 facebookresearch.github.io/nougat
togethercomputer/OpenChatKit ⭐ 9,016
OpenChatKit provides a powerful, open-source base to create both specialized and general purpose chatbots
clips/pattern ⭐ 8,765
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
🔗 github.com/clips/pattern/wiki
espnet/espnet ⭐ 8,658
End-to-End Speech Processing Toolkit
🔗 espnet.github.io/espnet
deeppavlov/DeepPavlov ⭐ 6,759
An open source library for deep learning end-to-end dialog systems and chatbots.
🔗 deeppavlov.ai
facebookresearch/metaseq ⭐ 6,520
A codebase for working with Open Pre-trained Transformers, originally forked from fairseq.
kingoflolz/mesh-transformer-jax ⭐ 6,313
Model parallel transformers in JAX and Haiku
maartengr/BERTopic ⭐ 6,288
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
🔗 maartengr.github.io/bertopic
prefecthq/marvin ⭐ 5,402
✨ Build AI interfaces that spark joy
🔗 askmarvin.ai
aiwaves-cn/agents ⭐ 5,386
An Open-source Framework for Data-centric, Self-evolving Autonomous Language Agents
layout-parser/layout-parser ⭐ 5,006
A Unified Toolkit for Deep Learning Based Document Image Analysis
🔗 layout-parser.github.io
salesforce/CodeGen ⭐ 4,973
CodeGen is a family of open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.
minimaxir/textgenrnn ⭐ 4,936
Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
quivrhq/MegaParse ⭐ 4,871
File Parser optimised for LLM Ingestion with no loss 🧠 Parse PDFs, Docx, PPTx in a format that is ideal for LLMs.
🔗 megaparse.com
makcedward/nlpaug ⭐ 4,487
Data augmentation for NLP
🔗 makcedward.github.io
facebookresearch/DrQA ⭐ 4,481
Reading Wikipedia to Answer Open-Domain Questions
argilla-io/argilla ⭐ 4,164
Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets
🔗 docs.argilla.io
thilinarajapakse/simpletransformers ⭐ 4,139
Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
🔗 simpletransformers.ai
maartengr/KeyBERT ⭐ 3,640
Minimal keyword extraction with BERT
🔗 maartengr.github.io/keybert
life4/textdistance ⭐ 3,428
📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
promptslab/Promptify ⭐ 3,358
Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research
🔗 discord.gg/m88xfymbk6
jsvine/markovify ⭐ 3,313
A simple, extensible Markov chain generator.
bytedance/lightseq ⭐ 3,240
LightSeq: A High Performance Library for Sequence Processing and Generation
errbotio/errbot ⭐ 3,151
Errbot is a chatbot, a daemon that connects to your favorite chat service and bring your tools and some fun into the conversation.
🔗 errbot.io
neuralmagic/deepsparse ⭐ 3,069
Sparsity-aware deep learning inference runtime for CPUs
🔗 neuralmagic.com/deepsparse
huawei-noah/Pretrained-Language-Model ⭐ 3,043
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
ddangelov/Top2Vec ⭐ 2,971
Top2Vec learns jointly embedded topic, document and word vectors.
jbesomi/texthero ⭐ 2,893
Text preprocessing, representation and visualization from zero to hero.
🔗 texthero.org
huggingface/neuralcoref ⭐ 2,865
✨Fast Coreference Resolution in spaCy with Neural Networks
🔗 huggingface.co/coref
salesforce/CodeT5 ⭐ 2,846
Home of CodeT5: Open Code LLMs for Code Understanding and Generation
🔗 arxiv.org/abs/2305.07922
bigscience-workshop/promptsource ⭐ 2,736
Toolkit for creating, sharing and using natural language prompts.
huggingface/setfit ⭐ 2,283
SetFit is an efficient and prompt-free framework for few-shot fine-tuning of Sentence Transformers.
🔗 hf.co/docs/setfit
bhavnicksm/chonkie ⭐ 2,195
🦛 CHONK your texts with Chonkie ✨ - The no-nonsense RAG chunking library
🔗 docs.chonkie.ai
alibaba/EasyNLP ⭐ 2,084
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
jamesturk/jellyfish ⭐ 2,081
🪼 a python library for doing approximate and phonetic matching of strings.
🔗 jamesturk.github.io/jellyfish
thudm/P-tuning-v2 ⭐ 1,997
An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks
marella/ctransformers ⭐ 1,828
Python bindings for the Transformer models implemented in C/C++ using GGML library.
featureform/featureform ⭐ 1,826
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
🔗 www.featureform.com
deepset-ai/FARM ⭐ 1,747
🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
🔗 farm.deepset.ai
franck-dernoncourt/NeuroNER ⭐ 1,702
Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.
🔗 neuroner.com
explosion/spacy-models ⭐ 1,676
💫 Models for the spaCy Natural Language Processing (NLP) library
🔗 spacy.io
google-research/language ⭐ 1,637
Shared repository for open-sourced projects from the Google AI Language team.
🔗 ai.google/research/teams/language
plasticityai/magnitude ⭐ 1,636
A fast, efficient universal vector embedding utility package.
urchade/GLiNER ⭐ 1,619
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024
🔗 arxiv.org/abs/2311.08526
arxiv-vanity/arxiv-vanity ⭐ 1,613
Renders papers from arXiv as responsive web pages so you don't have to squint at a PDF.
🔗 www.arxiv-vanity.com
chrismattmann/tika-python ⭐ 1,527
Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.
dmmiller612/bert-extractive-summarizer ⭐ 1,416
Easy to use extractive text summarization with BERT
intellabs/fastRAG ⭐ 1,414
Efficient Retrieval Augmentation and Generation Framework
nomic-ai/nomic ⭐ 1,407
Interact, analyze and structure massive text, image, embedding, audio and video datasets
🔗 atlas.nomic.ai
gunthercox/chatterbot-corpus ⭐ 1,376
A multilingual dialog corpus
🔗 chatterbot-corpus.readthedocs.io
jonasgeiping/cramming ⭐ 1,305
Cramming the training of a (BERT-type) language model into limited compute.
pemistahl/lingua-py ⭐ 1,201
The most accurate natural language detection library for Python, suitable for short text and mixed-language text
openai/grade-school-math ⭐ 1,140
GSM8K, a dataset of 8.5K high quality linguistically diverse grade school math word problems
abertsch72/unlimiformer ⭐ 1,060
Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"
unitaryai/detoxify ⭐ 985
Toxic Comment Classification with Pytorch Lightning and Transformers
🔗 www.unitary.ai
answerdotai/ModernBERT ⭐ 950
Bringing BERT into modernity via both architecture changes and scaling
🔗 arxiv.org/abs/2412.13663
norskregnesentral/skweak ⭐ 923
skweak: A software toolkit for weak supervision applied to NLP tasks
keras-team/keras-hub ⭐ 826
Pretrained model hub for Keras 3.
🔗 keras.io/keras_hub
explosion/spacy-streamlit ⭐ 819
👑 spaCy building blocks and visualizers for Streamlit apps
🔗 share.streamlit.io/ines/spacy-streamlit-demo/master/app.py
paddlepaddle/RocketQA ⭐ 773
🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.
nvidia/nv-ingest ⭐ 651
NVIDIA-Ingest is a scalable, performance-oriented document content and metadata extraction microservice.
webis-de/small-text ⭐ 601
Small-Text provides state-of-the-art Active Learning for Text Classification. Several pre-implemented Query Strategies, Initialization Strategies, and Stopping Critera are provided, which can be easily mixed and matched to build active learning experiments or applications.
🔗 small-text.readthedocs.io
babelscape/rebel ⭐ 507
REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).

Packaging

Python packaging, dependency management and bundling.

pyenv/pyenv ⭐ 40,157
pyenv lets you easily switch between multiple versions of Python.
astral-sh/uv ⭐ 34,787
An extremely fast Python package installer and resolver, written in Rust. Designed as a drop-in replacement for pip and pip-compile.
🔗 docs.astral.sh/uv
python-poetry/poetry ⭐ 32,160
Python packaging and dependency management made easy
🔗 python-poetry.org
pypa/pipenv ⭐ 24,960
A virtualenv management tool that supports a multitude of systems and nicely bridges the gaps between pip, python and virtualenv.
🔗 pipenv.pypa.io
mitsuhiko/rye ⭐ 13,945
a Hassle-Free Python Experience
🔗 rye.astral.sh
pyinstaller/pyinstaller ⭐ 12,038
Freeze (package) Python programs into stand-alone executables
🔗 www.pyinstaller.org
pypa/pipx ⭐ 10,908
Install and Run Python Applications in Isolated Environments
🔗 pipx.pypa.io
pdm-project/pdm ⭐ 8,059
A modern Python package and dependency manager supporting the latest PEP standards
🔗 pdm-project.org
jazzband/pip-tools ⭐ 7,804
A set of tools to keep your pinned Python dependencies fresh (pip-compile + pip-sync)
🔗 pip-tools.rtfd.io
mamba-org/mamba ⭐ 7,057
The Fast Cross-Platform Package Manager: mamba is a reimplementation of the conda package manager in C++
🔗 mamba.readthedocs.io
conda-forge/miniforge ⭐ 6,858
A conda-forge distribution.
🔗 conda-forge.org/download
conda/conda ⭐ 6,540
A system-level, binary package and environment manager running on all major operating systems and platforms.
🔗 docs.conda.io/projects/conda
pypa/hatch ⭐ 6,226
Modern, extensible Python project management
🔗 hatch.pypa.io/latest
indygreg/PyOxidizer ⭐ 5,592
A modern Python application packaging and distribution tool
pypa/virtualenv ⭐ 4,856
A tool to create isolated Python environments. Since Python 3.3, a subset of it has been integrated into the standard lib venv module.
🔗 virtualenv.pypa.io
spack/spack ⭐ 4,493
A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
🔗 spack.io
prefix-dev/pixi ⭐ 3,635
pixi is a cross-platform, multi-language package manager and workflow tool built on the foundation of the conda ecosystem.
🔗 pixi.sh
pantsbuild/pex ⭐ 3,394
A tool for generating .pex (Python EXecutable) files, lock files and venvs.
🔗 docs.pex-tool.org
beeware/briefcase ⭐ 2,719
Tools to support converting a Python project into a standalone native application.
🔗 briefcase.readthedocs.io
pypa/flit ⭐ 2,175
Simplified packaging of Python modules
🔗 flit.pypa.io
linkedin/shiv ⭐ 1,788
shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all their dependencies included.
marcelotduarte/cx_Freeze ⭐ 1,379
cx_Freeze creates standalone executables from Python scripts, with the same performance, is cross-platform and should work on any platform that Python itself works on.
🔗 marcelotduarte.github.io/cx_freeze
ofek/pyapp ⭐ 1,298
Runtime installer for Python applications
🔗 ofek.dev/pyapp
pypa/gh-action-pypi-publish ⭐ 978
The blessed GitHub Action, for publishing your 📦 distribution files to PyPI, the tokenless way: https://github.com/marketplace/actions/pypi-publish
🔗 packaging.python.org/guides/publishing-package-distribution-releases-using-github-actions-ci-cd-workflows
py2exe/py2exe ⭐ 890
Create standalone Windows programs from Python code
🔗 www.py2exe.org
prefix-dev/rip ⭐ 654
RIP is a library that allows the resolving and installing of Python PyPI packages from Rust into a virtual environment. It's based on our experience with building Rattler and aims to provide the same experience but for PyPI instead of Conda.
🔗 prefix.dev
snok/install-poetry ⭐ 597
Github action for installing and configuring Poetry
python-poetry/install.python-poetry.org ⭐ 218
The official Poetry installation script
🔗 install.python-poetry.org

Pandas

Pandas and dataframe libraries: data analysis, statistical reporting, pandas GUIs, pandas performance optimisations.

pandas-dev/pandas ⭐ 44,213
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
🔗 pandas.pydata.org
pola-rs/polars ⭐ 31,254
Dataframes powered by a multithreaded, vectorized query engine, written in Rust
🔗 docs.pola.rs
duckdb/duckdb ⭐ 25,604
DuckDB is an analytical in-process SQL database management system
🔗 www.duckdb.org
gventuri/pandas-ai ⭐ 13,927
Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
🔗 pandas-ai.com
kanaries/pygwalker ⭐ 13,665
PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis
🔗 kanaries.net/pygwalker
ydataai/ydata-profiling ⭐ 12,632
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
🔗 docs.profiling.ydata.ai
rapidsai/cudf ⭐ 8,576
cuDF is a GPU DataFrame library for loading joining, aggregating, filtering, and otherwise manipulating data
🔗 docs.rapids.ai/api/cudf/stable
aws/aws-sdk-pandas ⭐ 3,959
pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
🔗 aws-sdk-pandas.readthedocs.io
nalepae/pandarallel ⭐ 3,714
A simple and efficient tool to parallelize Pandas operations on all available CPUs
🔗 nalepae.github.io/pandarallel
unionai-oss/pandera ⭐ 3,509
A light-weight, flexible, and expressive statistical data testing library
🔗 www.union.ai/pandera
adamerose/PandasGUI ⭐ 3,207
A GUI for Pandas DataFrames
blaze/blaze ⭐ 3,187
NumPy and Pandas interface to Big Data
🔗 blaze.pydata.org
pydata/pandas-datareader ⭐ 2,990
Extract data from a wide range of Internet sources into a pandas DataFrame.
🔗 pydata.github.io/pandas-datareader/stable/index.html
scikit-learn-contrib/sklearn-pandas ⭐ 2,821
Pandas integration with sklearn
jmcarpenter2/swifter ⭐ 2,558
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
eventual-inc/Daft ⭐ 2,457
Distributed data engine for Python/SQL designed for the cloud, powered by Rust
🔗 getdaft.io
delta-io/delta-rs ⭐ 2,451
A native Rust library for Delta Lake, with bindings into Python
🔗 delta-io.github.io/delta-rs
fugue-project/fugue ⭐ 2,029
A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
🔗 fugue-tutorials.readthedocs.io
pyjanitor-devs/pyjanitor ⭐ 1,378
Clean APIs for data cleaning. Python implementation of R package Janitor
🔗 pyjanitor-devs.github.io/pyjanitor
machow/siuba ⭐ 1,164
Python library for using dplyr like syntax with pandas and SQL
🔗 siuba.org
holoviz/hvplot ⭐ 1,159
A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews
🔗 hvplot.holoviz.org
renumics/spotlight ⭐ 1,140
Interactively explore unstructured datasets from your dataframe.
🔗 renumics.com
tkrabel/bamboolib ⭐ 941
bamboolib - a GUI for pandas DataFrames
🔗 bamboolib.com
mwouts/itables ⭐ 815
This packages changes how Pandas and Polars DataFrames are rendered in Jupyter Notebooks. With itables you can display your tables as interactive DataTables that you can sort, paginate, scroll or filter.
🔗 mwouts.github.io/itables

Performance

Performance, parallelisation and low level libraries.

celery/celery ⭐ 25,206
Distributed Task Queue (development branch)
🔗 docs.celeryq.dev
google/flatbuffers ⭐ 23,584
FlatBuffers: Memory Efficient Serialization Library
🔗 flatbuffers.dev
pybind/pybind11 ⭐ 16,016
Seamless operability between C++11 and Python
🔗 pybind11.readthedocs.io
exaloop/codon ⭐ 15,247
A high-performance, zero-overhead, extensible Python compiler using LLVM
🔗 docs.exaloop.io/codon
dask/dask ⭐ 12,807
Parallel computing with task scheduling
🔗 dask.org
numba/numba ⭐ 10,104
NumPy aware dynamic Python compiler using LLVM
🔗 numba.pydata.org
modin-project/modin ⭐ 9,967
Modin: Scale your Pandas workflows by changing a single line of code
🔗 modin.readthedocs.io
nebuly-ai/optimate ⭐ 8,375
A collection of libraries to optimise AI model performances
🔗 www.nebuly.com
vaexio/vaex ⭐ 8,317
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
🔗 vaex.io
mher/flower ⭐ 6,546
Real-time monitor and web admin for Celery distributed task queue
🔗 flower.readthedocs.io
python-trio/trio ⭐ 6,301
Trio – a friendly Python library for async concurrency and I/O
🔗 trio.readthedocs.io
ultrajson/ultrajson ⭐ 4,354
Ultra fast JSON decoder and encoder written in C with Python bindings
🔗 pypi.org/project/ujson
tlkh/asitop ⭐ 3,667
Perf monitoring CLI tool for Apple Silicon
🔗 tlkh.github.io/asitop
facebookincubator/cinder ⭐ 3,553
Cinder is Meta's internal performance-oriented production version of CPython.
🔗 trycinder.com
airtai/faststream ⭐ 3,308
FastStream is a powerful and easy-to-use Python framework for building asynchronous services interacting with event streams such as Apache Kafka, RabbitMQ, NATS and Redis.
🔗 faststream.airt.ai/latest
ipython/ipyparallel ⭐ 2,599
IPython Parallel: Interactive Parallel Computing in Python
🔗 ipyparallel.readthedocs.io
intel/intel-extension-for-transformers ⭐ 2,151
⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡
h5py/h5py ⭐ 2,103
HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5 binary data format.
🔗 www.h5py.org
agronholm/anyio ⭐ 1,878
High level asynchronous concurrency and networking framework that works on top of either trio or asyncio
tiangolo/asyncer ⭐ 1,759
Asyncer, async and await, focused on developer experience.
🔗 asyncer.tiangolo.com
faster-cpython/ideas ⭐ 1,705
Discussion and work tracker for Faster CPython project.
intel/intel-extension-for-pytorch ⭐ 1,678
A Python package for extending the official PyTorch that can easily obtain performance on Intel platform
dask/distributed ⭐ 1,587
A distributed task scheduler for Dask
🔗 distributed.dask.org
nschloe/perfplot ⭐ 1,347
📈 Performance analysis for Python snippets
intel/scikit-learn-intelex ⭐ 1,237
Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application
🔗 intel.github.io/scikit-learn-intelex
markshannon/faster-cpython ⭐ 944
How to make CPython faster.
zerointensity/pointers.py ⭐ 921
Bringing the hell of pointers to Python.
🔗 pointers.zintensity.dev
brandtbucher/specialist ⭐ 643
Visualize CPython's specializing, adaptive interpreter. 🔥

Profiling

Memory and CPU/GPU profiling tools and libraries.

bloomberg/memray ⭐ 13,537
Memray is a memory profiler for Python
🔗 bloomberg.github.io/memray
benfred/py-spy ⭐ 13,091
Sampling profiler for Python programs
plasma-umass/scalene ⭐ 12,327
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals
joerick/pyinstrument ⭐ 6,758
🚴 Call stack profiler for Python. Shows you why your code is slow!
🔗 pyinstrument.readthedocs.io
gaogaotiantian/viztracer ⭐ 5,703
A debugging and profiling tool that can trace and visualize python code execution
🔗 viztracer.readthedocs.io
pythonprofilers/memory_profiler ⭐ 4,409
Monitor Memory usage of Python code
🔗 pypi.python.org/pypi/memory_profiler
reloadware/reloadium ⭐ 2,839
Hot Reloading and Profiling for Python
pyutils/line_profiler ⭐ 2,805
Line-by-line profiling for Python
jiffyclub/snakeviz ⭐ 2,378
An in-browser Python profile viewer
🔗 jiffyclub.github.io/snakeviz
p403n1x87/austin ⭐ 1,962
Python frame stack sampler for CPython
🔗 pypi.org/project/austin-dist
pythonspeed/filprofiler ⭐ 849
A Python memory profiler for data processing and scientific computing applications
🔗 pythonspeed.com/products/filmemoryprofiler

Security

Security related libraries: vulnerability discovery, SQL injection, environment auditing.

swisskyrepo/PayloadsAllTheThings ⭐ 62,342
A list of useful payloads and bypass for Web Application Security and Pentest/CTF
🔗 swisskyrepo.github.io/payloadsallthethings
sqlmapproject/sqlmap ⭐ 33,004
Automatic SQL injection and database takeover tool
🔗 sqlmap.org
certbot/certbot ⭐ 31,790
Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol.
aquasecurity/trivy ⭐ 24,237
Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more
🔗 trivy.dev
bridgecrewio/checkov ⭐ 7,263
Checkov is a static code analysis tool for infrastructure as code (IaC) and also a software composition analysis (SCA) tool for images and open source packages.
🔗 www.checkov.io
nccgroup/ScoutSuite ⭐ 6,840
Multi-Cloud Security Auditing Tool
stamparm/maltrail ⭐ 6,680
Malicious traffic detection system
pycqa/bandit ⭐ 6,603
Bandit is a tool designed to find common security issues in Python code.
🔗 bandit.readthedocs.io
rhinosecuritylabs/pacu ⭐ 4,456
The AWS exploitation framework, designed for testing the security of Amazon Web Services environments.
🔗 rhinosecuritylabs.com/aws/pacu-open-source-aws-exploitation-framework
dashingsoft/pyarmor ⭐ 3,828
A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
🔗 pyarmor.dashingsoft.com
luijait/DarkGPT ⭐ 2,193
DarkGPT is an OSINT assistant based on GPT-4-200K (recommended use) designed to perform queries on leaked databases, thus providing an artificial intelligence assistant that can be useful in your traditional OSINT processes.
pyupio/safety ⭐ 1,766
Safety checks Python dependencies for known security vulnerabilities and suggests the proper remediations for vulnerabilities detected.
🔗 safetycli.com/product/safety-cli
trailofbits/pip-audit ⭐ 994
Audits Python environments, requirements files and dependency trees for known security vulnerabilities, and can automatically fix them
🔗 pypi.org/project/pip-audit
fadi002/de4py ⭐ 872
toolkit for python reverse engineering
🔗 de4py.000.pe
thecyb3ralpha/BobTheSmuggler ⭐ 502
A tool that leverages HTML Smuggling Attack and allows you to create HTML files with embedded 7z/zip archives.

Simulation

Simulation libraries: robotics, economic, agent-based, traffic, physics, astronomy, chemistry, quantum simulation. Also see the Maths and Science category for crossover.

atsushisakai/PythonRobotics ⭐ 23,940
Python sample codes for robotics algorithms.
🔗 atsushisakai.github.io/pythonrobotics
genesis-embodied-ai/Genesis ⭐ 21,940
Genesis is a physics platform, and generative data engine, designed for general purpose Robotics/Embodied AI/Physical AI applications
bulletphysics/bullet3 ⭐ 12,861
Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
🔗 bulletphysics.org
isl-org/Open3D ⭐ 11,742
Open3D: A Modern Library for 3D Data Processing
🔗 www.open3d.org
qiskit/qiskit ⭐ 5,483
Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.
🔗 www.ibm.com/quantum/qiskit
astropy/astropy ⭐ 4,529
Astronomy and astrophysics core library
🔗 www.astropy.org
nvidia/warp ⭐ 4,416
A Python framework for high performance GPU simulation and graphics
🔗 nvidia.github.io/warp
quantumlib/Cirq ⭐ 4,382
A Python framework for creating, editing, and invoking Noisy Intermediate-Scale Quantum (NISQ) circuits.
chakazul/Lenia ⭐ 3,572
Lenia is a 2D cellular automata with continuous space, time and states. It produces a huge variety of interesting methematical life forms
🔗 chakazul.github.io/lenia/javascript/lenia.html
openai/mujoco-py ⭐ 2,900
MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.
rdkit/rdkit ⭐ 2,736
The official sources for the RDKit library
projectmesa/mesa ⭐ 2,710
Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
🔗 mesa.readthedocs.io
nvidia-omniverse/IsaacLab ⭐ 2,554
Unified framework for robot learning built on NVIDIA Isaac Sim
🔗 isaac-sim.github.io/isaaclab
taichi-dev/difftaichi ⭐ 2,523
10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)
google/brax ⭐ 2,444
Massively parallel rigidbody physics simulation on accelerator hardware.
nvidia-omniverse/IsaacGymEnvs ⭐ 2,148
Example RL environments for the NVIDIA Isaac Gym high performance environments
facebookresearch/habitat-lab ⭐ 2,071
A modular high-level library to train embodied AI agents across a variety of tasks and environments.
🔗 aihabitat.org
quantecon/QuantEcon.py ⭐ 2,017
A community based Python library for quantitative economics
🔗 quantecon.org/quantecon-py
microsoft/PromptCraft-Robotics ⭐ 1,934
Community for applying LLMs to robotics and a robot simulator with ChatGPT integration
🔗 aka.ms/chatgpt-robotics
eloialonso/diamond ⭐ 1,672
DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained in a diffusion world model
🔗 diamond-wm.github.io
deepmodeling/deepmd-kit ⭐ 1,546
A deep learning package for many-body potential energy representation and molecular dynamics
🔗 docs.deepmodeling.com/projects/deepmd
sail-sg/envpool ⭐ 1,114
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
🔗 envpool.readthedocs.io
bowang-lab/scGPT ⭐ 1,088
scGPT: Towards Building a Foundation Model for Single-Cell Multi-omics Using Generative AI
🔗 scgpt.readthedocs.io/en/latest
a-r-j/graphein ⭐ 1,054
Protein Graph Library
🔗 graphein.ai
viblo/pymunk ⭐ 951
Pymunk is a easy-to-use pythonic 2d physics library that can be used whenever you need 2d rigid body physics from Python
🔗 www.pymunk.org
hardmaru/estool ⭐ 942
Evolution Strategies Tool
google-deepmind/materials_discovery ⭐ 918
Graph Networks for Materials Science (GNoME) is a project centered around scaling machine learning methods to tackle materials science.
nvidia-omniverse/OmniIsaacGymEnvs ⭐ 898
Reinforcement Learning Environments for Omniverse Isaac Gym
altera-al/project-sid ⭐ 879
This repository contains our technical report: "Project Sid: Many-agent simulations toward AI civilization"
google/evojax ⭐ 860
EvoJAX is a scalable, general purpose, hardware-accelerated neuroevolution toolkit built on the JAX library
facebookresearch/fairo ⭐ 857
A modular embodied agent architecture and platform for building embodied agents
eureka-research/DrEureka ⭐ 832
Official Repository for "DrEureka: Language Model Guided Sim-To-Real Transfer" (RSS 2024)
🔗 eureka-research.github.io/dr-eureka
google-deepmind/concordia ⭐ 745
Concordia is a library to facilitate construction and use of generative agent-based models to simulate interactions of agents in grounded physical, social, or digital space.
polymathicai/the_well ⭐ 703
15TB of Physics Simulations: collection of machine learning datasets containing numerical simulations of a wide variety of spatiotemporal physical systems.
🔗 polymathic-ai.org/the_well
ur-whitelab/chemcrow-public ⭐ 665
Chemcrow
ur-whitelab/chemcrow-runs ⭐ 73
ur-whitelab/chemcrow-runs

Study

Miscellaneous study resources: algorithms, general resources, system design, code repos for textbooks, best practices, tutorials.

thealgorithms/Python ⭐ 196,224
All Algorithms implemented in Python
🔗 thealgorithms.github.io/python
microsoft/generative-ai-for-beginners ⭐ 66,165
21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
🔗 microsoft.github.io/generative-ai-for-beginners
jakevdp/PythonDataScienceHandbook ⭐ 43,566
Python Data Science Handbook: full text in Jupyter Notebooks
🔗 jakevdp.github.io/pythondatasciencehandbook
mlabonne/llm-course ⭐ 40,728
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
🔗 mlabonne.github.io/blog
rasbt/LLMs-from-scratch ⭐ 37,403
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
🔗 amzn.to/4fqvn0d
realpython/python-guide ⭐ 28,518
Python best practices guidebook, written for humans.
🔗 docs.python-guide.org
christoschristofidis/awesome-deep-learning ⭐ 24,552
A curated list of awesome Deep Learning tutorials, projects and communities.
d2l-ai/d2l-en ⭐ 24,458
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
🔗 d2l.ai
wesm/pydata-book ⭐ 22,476
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
hannibal046/Awesome-LLM ⭐ 20,383
Awesome-LLM: a curated list of Large Language Model
microsoft/recommenders ⭐ 19,564
Best Practices on Recommendation Systems
🔗 recommenders-team.github.io/recommenders/intro.html
fchollet/deep-learning-with-python-notebooks ⭐ 18,885
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
graykode/nlp-tutorial ⭐ 14,375
Natural Language Processing Tutorial for Deep Learning Researchers
🔗 www.reddit.com/r/machinelearning/comments/amfinl/project_nlptutoral_repository_who_is_studying
naklecha/llama3-from-scratch ⭐ 13,989
llama3 implementation one matrix multiplication at a time
shangtongzhang/reinforcement-learning-an-introduction ⭐ 13,726
Python Implementation of Reinforcement Learning: An Introduction
karpathy/nn-zero-to-hero ⭐ 12,618
Neural Networks: Zero to Hero
mrdbourke/pytorch-deep-learning ⭐ 11,662
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
🔗 learnpytorch.io
eugeneyan/open-llms ⭐ 11,435
📋 A list of open LLMs available for commercial use.
karpathy/micrograd ⭐ 10,848
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
rucaibox/LLMSurvey ⭐ 10,725
The official GitHub page for the survey paper "A Survey of Large Language Models".
🔗 arxiv.org/abs/2303.18223
openai/spinningup ⭐ 10,338
An educational resource to help anyone learn deep reinforcement learning.
🔗 spinningup.openai.com
srush/GPU-Puzzles ⭐ 10,278
Teaching beginner GPU programming in a completely interactive fashion
zhanymkanov/fastapi-best-practices ⭐ 9,859
FastAPI Best Practices and Conventions we used at our startup
nielsrogge/Transformers-Tutorials ⭐ 9,748
This repository contains demos I made with the Transformers library by HuggingFace.
mooler0410/LLMsPracticalGuide ⭐ 9,620
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
🔗 arxiv.org/abs/2304.13712v2
firmai/industry-machine-learning ⭐ 7,279
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
🔗 www.sov.ai
gkamradt/langchain-tutorials ⭐ 6,834
Overview and tutorial of the LangChain Library
udlbook/udlbook ⭐ 6,832
Understanding Deep Learning - Simon J.D. Prince
neetcode-gh/leetcode ⭐ 5,814
Leetcode solutions for NeetCode.io
roboflow/notebooks ⭐ 5,745
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
🔗 roboflow.com/models
mrdbourke/tensorflow-deep-learning ⭐ 5,360
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
🔗 dbourke.link/ztmtfcourse
udacity/deep-learning-v2-pytorch ⭐ 5,341
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
alirezadir/Machine-Learning-Interviews ⭐ 5,185
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
timofurrer/awesome-asyncio ⭐ 4,684
A curated list of awesome Python asyncio frameworks, libraries, software and resources
zotroneneis/machine_learning_basics ⭐ 4,327
Plain python implementations of basic machine learning algorithms
promptslab/Awesome-Prompt-Engineering ⭐ 4,062
This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc
🔗 discord.gg/m88xfymbk6
huggingface/deep-rl-class ⭐ 3,961
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
huggingface/smol-course ⭐ 3,856
a practical course on aligning language models for your specific use case. It's a handy way to get started with aligning language models, because everything runs on most local machines.
huggingface/diffusion-models-class ⭐ 3,787
Materials for the Hugging Face Diffusion Models Course
rasbt/machine-learning-book ⭐ 3,775
Code Repository for Machine Learning with PyTorch and Scikit-Learn
🔗 sebastianraschka.com/books/#machine-learning-with-pytorch-and-scikit-learn
cosmicpython/book ⭐ 3,433
A Book about Pythonic Application Architecture Patterns for Managing Complexity. Cosmos is the Opposite of Chaos you see. O'R. wouldn't actually let us call it "Cosmic Python" tho.
🔗 www.cosmicpython.com
fluentpython/example-code-2e ⭐ 3,370
Example code for Fluent Python, 2nd edition (O'Reilly 2022)
🔗 amzn.to/3j48u2j
handsonllm/Hands-On-Large-Language-Models ⭐ 3,355
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
🔗 www.llm-book.com
amanchadha/coursera-deep-learning-specialization ⭐ 3,274
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv...
mrdbourke/zero-to-mastery-ml ⭐ 3,038
All course materials for the Zero to Mastery Machine Learning and Data Science course.
🔗 dbourke.link/ztmmlcourse
krzjoa/awesome-python-data-science ⭐ 2,658
Probably the best curated list of data science software in Python.
🔗 krzjoa.github.io/awesome-python-data-science
gerdm/prml ⭐ 2,205
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
cgpotts/cs224u ⭐ 2,124
Code for CS224u: Natural Language Understanding
cerlymarco/MEDIUM_NoteBook ⭐ 2,091
Repository containing notebooks of my posts on Medium
trananhkma/fucking-awesome-python ⭐ 1,986
awesome-python with ⭐ and 🍴
huggingface/cookbook ⭐ 1,758
Community-driven practical examples of building AI applications and solving various tasks with AI using open-source tools and models.
🔗 huggingface.co/learn/cookbook
chandlerbang/awesome-self-supervised-gnn ⭐ 1,628
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
atcold/NYU-DLSP21 ⭐ 1,587
NYU Deep Learning Spring 2021
🔗 atcold.github.io/nyu-dlsp21
patrickloeber/MLfromscratch ⭐ 1,354
Machine Learning algorithm implementations from scratch.
davidadsp/Generative_Deep_Learning_2nd_Edition ⭐ 1,168
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
🔗 www.oreilly.com/library/view/generative-deep-learning/9781098134174
jackhidary/quantumcomputingbook ⭐ 815
Companion site for the textbook Quantum Computing: An Applied Approach
rasbt/LLM-workshop-2024 ⭐ 810
A 4-hour coding workshop to understand how LLMs are implemented and used
bayesianmodelingandcomputationinpython/BookCode_Edition1 ⭐ 508
Bayesian Modeling and Computation in Python: open-access version of the text and the code examples in the book
🔗 www.bayesiancomputationbook.com
dylanhogg/awesome-python ⭐ 337
🐍 Hand-picked awesome Python libraries and frameworks, organised by category
🔗 www.awesomepython.org

Template

Template tools and libraries: cookiecutter repos, generators, quick-starts.

tiangolo/full-stack-fastapi-template ⭐ 28,888
Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.
cookiecutter/cookiecutter ⭐ 22,858
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
🔗 pypi.org/project/cookiecutter
drivendata/cookiecutter-data-science ⭐ 8,458
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
🔗 cookiecutter-data-science.drivendata.org
buuntu/fastapi-react ⭐ 2,277
🚀 Cookiecutter Template for FastAPI + React Projects. Using PostgreSQL, SQLAlchemy, and Docker
pyscaffold/pyscaffold ⭐ 2,137
🛠 Python project template generator with batteries included
🔗 pyscaffold.org
cjolowicz/cookiecutter-hypermodern-python ⭐ 1,834
Cookiecutter template for a Python package based on the Hypermodern Python article series.
🔗 cookiecutter-hypermodern-python.readthedocs.io
tezromach/python-package-template ⭐ 1,088
🚀 Your next Python package needs a bleeding-edge project structure.
martinheinz/python-project-blueprint ⭐ 960
Blueprint/Boilerplate For Python Projects
fmind/mlops-python-package ⭐ 927
Best practices designed to support your MLOPs initiatives. You can use this package as part of your MLOps toolkit or platform e.g. Model Registry, Experiment Tracking, Realtime Inference
🔗 fmind.github.io/mlops-python-package

Terminal

Terminal and console tools and libraries: CLI tools, terminal based formatters, progress bars.

willmcgugan/rich ⭐ 50,220
Rich is a Python library for rich text and beautiful formatting in the terminal.
🔗 rich.readthedocs.io/en/latest
tqdm/tqdm ⭐ 29,035
⚡ A Fast, Extensible Progress Bar for Python and CLI
🔗 tqdm.github.io
google/python-fire ⭐ 27,314
Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
willmcgugan/textual ⭐ 26,563
The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.
🔗 textual.textualize.io
tiangolo/typer ⭐ 16,157
Typer, build great CLIs. Easy to code. Based on Python type hints.
🔗 typer.tiangolo.com
pallets/click ⭐ 15,939
Python composable command line interface toolkit
🔗 click.palletsprojects.com
saulpw/visidata ⭐ 7,987
A terminal spreadsheet multitool for discovering and arranging data
🔗 visidata.org
tconbeer/harlequin ⭐ 3,938
The SQL IDE for Your Terminal.
🔗 harlequin.sh
manrajgrover/halo ⭐ 2,908
💫 Beautiful spinners for terminal, IPython and Jupyter
urwid/urwid ⭐ 2,843
Console user interface library for Python (official repo)
🔗 urwid.org
textualize/trogon ⭐ 2,526
Easily turn your Click CLI into a powerful terminal application
darrenburns/elia ⭐ 1,934
A snappy, keyboard-centric terminal user interface for interacting with large language models. Chat with ChatGPT, Claude, Llama 3, Phi 3, Mistral, Gemma and more.
tmbo/questionary ⭐ 1,610
Python library to build pretty command line user prompts ✨Easy to use multi-select lists, confirmations, free text prompts ...
jazzband/prettytable ⭐ 1,408
Display tabular data in a visually appealing ASCII table format
🔗 pypi.org/project/prettytable
1j01/textual-paint ⭐ 977
🎨 MS Paint in your terminal.
🔗 pypi.org/project/textual-paint

Testing

Testing libraries: unit testing, load testing, acceptance testing, code coverage, browser automation, plugins.

mitmproxy/mitmproxy ⭐ 37,448
An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
🔗 mitmproxy.org
locustio/locust ⭐ 25,338
Write scalable load tests in plain Python 🚗💨
🔗 locust.cloud
pytest-dev/pytest ⭐ 12,299
The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
🔗 pytest.org
microsoft/playwright-python ⭐ 12,149
Python version of the Playwright testing and automation library.
🔗 playwright.dev/python
robotframework/robotframework ⭐ 10,114
Generic automation framework for acceptance testing and RPA
🔗 robotframework.org
seleniumbase/SeleniumBase ⭐ 8,740
Python APIs for web automation, testing, and bypassing bot-detection.
🔗 seleniumbase.io
getmoto/moto ⭐ 7,727
A library that allows you to easily mock out tests based on AWS infrastructure.
🔗 docs.getmoto.org/en/latest
hypothesisworks/hypothesis ⭐ 7,660
Hypothesis is a powerful, flexible, and easy to use library for property-based testing.
🔗 hypothesis.works
newsapps/beeswithmachineguns ⭐ 6,454
A utility for arming (creating) many bees (micro EC2 instances) to attack (load test) targets (web applications).
🔗 apps.chicagotribune.com
codium-ai/qodo-cover ⭐ 4,706
Qodo-Cover: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! 💻🤖🧪🐞
🔗 qodo.ai
spulec/freezegun ⭐ 4,225
Let your Python tests travel through time
confident-ai/deepeval ⭐ 4,194
The LLM Evaluation Framework
🔗 docs.confident-ai.com
getsentry/responses ⭐ 4,189
A utility for mocking out the Python Requests library.
tox-dev/tox ⭐ 3,725
Command line driven CI frontend and development task automation tool.
🔗 tox.wiki
behave/behave ⭐ 3,218
BDD, Python style.
🔗 behave.readthedocs.io/en/latest
nedbat/coveragepy ⭐ 3,060
The code coverage tool for Python
🔗 coverage.readthedocs.io
kevin1024/vcrpy ⭐ 2,731
Automatically mock your HTTP interactions to simplify and speed up testing
cobrateam/splinter ⭐ 2,728
splinter - python test framework for web applications
🔗 splinter.readthedocs.org/en/stable/index.html
pytest-dev/pytest-testinfra ⭐ 2,388
With Testinfra you can write unit tests in Python to test actual state of your servers configured by management tools like Salt, Ansible, Puppet, Chef and so on.
🔗 testinfra.readthedocs.io
pytest-dev/pytest-mock ⭐ 1,874
Thin-wrapper around the mock package for easier use with pytest
🔗 pytest-mock.readthedocs.io/en/latest
pytest-dev/pytest-cov ⭐ 1,793
Coverage plugin for pytest.
pytest-dev/pytest-xdist ⭐ 1,518
pytest plugin for distributed testing and loop-on-failures testing modes.
🔗 pytest-xdist.readthedocs.io
pytest-dev/pytest-asyncio ⭐ 1,451
Asyncio support for pytest
🔗 pytest-asyncio.readthedocs.io
taverntesting/tavern ⭐ 1,039
A command-line tool and Python library and Pytest plugin for automated testing of RESTful APIs, with a simple, concise and flexible YAML-based syntax
🔗 taverntesting.github.io

Machine Learning - Time Series

Machine learning and classical timeseries libraries: forecasting, seasonality, anomaly detection, econometrics.

facebook/prophet ⭐ 18,715
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
🔗 facebook.github.io/prophet
blue-yonder/tsfresh ⭐ 8,509
Automatic extraction of relevant features from time series:
🔗 tsfresh.readthedocs.io
unit8co/darts ⭐ 8,211
A python library for user-friendly forecasting and anomaly detection on time series.
🔗 unit8co.github.io/darts
sktime/sktime ⭐ 8,063
A unified framework for machine learning with time series
🔗 www.sktime.net
facebookresearch/Kats ⭐ 5,496
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
awslabs/gluonts ⭐ 4,713
Probabilistic time series modeling in Python
🔗 ts.gluon.ai
nixtla/statsforecast ⭐ 4,068
Lightning ⚡️ fast forecasting with statistical and econometric models.
🔗 nixtlaverse.nixtla.io/statsforecast
google-research/timesfm ⭐ 3,977
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
🔗 research.google/blog/a-decoder-only-foundation-model-for-time-series-forecasting
tdameritrade/stumpy ⭐ 3,712
STUMPY is a powerful and scalable Python library for modern time series analysis
🔗 stumpy.readthedocs.io/en/latest
salesforce/Merlion ⭐ 3,493
Merlion: A Machine Learning Framework for Time Series Intelligence
amazon-science/chronos-forecasting ⭐ 2,790
Chronos: Pretrained Models for Probabilistic Time Series Forecasting
🔗 arxiv.org/abs/2403.07815
rjt1990/pyflux ⭐ 2,114
Open source time series library for Python
aistream-peelout/flow-forecast ⭐ 2,099
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
🔗 flow-forecast.atlassian.net/wiki/spaces/ff/overview
uber/orbit ⭐ 1,914
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
🔗 orbit-ml.readthedocs.io/en/stable
alkaline-ml/pmdarima ⭐ 1,609
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
🔗 www.alkaline-ml.com/pmdarima
time-series-foundation-models/lag-llama ⭐ 1,300
Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting
winedarksea/AutoTS ⭐ 1,145
Automated Time Series Forecasting
autoviml/Auto_TS ⭐ 745
Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ram Seshadri. Collaborators welcome.
google/temporian ⭐ 682
Temporian is an open-source Python library for preprocessing ⚡ and feature engineering 🛠 temporal data 📈 for machine learning applications 🤖
🔗 temporian.readthedocs.io

Typing

Typing libraries: static and run-time type checking, annotations.

python/mypy ⭐ 18,762
Optional static typing for Python
🔗 www.mypy-lang.org
microsoft/pyright ⭐ 13,652
Static Type Checker for Python
facebook/pyre-check ⭐ 6,890
Performant type-checking for python.
🔗 pyre-check.org
python-attrs/attrs ⭐ 5,349
Python Classes Without Boilerplate
🔗 www.attrs.org
instagram/MonkeyType ⭐ 4,816
A Python library that generates static type annotations by collecting runtime types
google/pytype ⭐ 4,804
A static type analyzer for Python code
🔗 google.github.io/pytype
python/typeshed ⭐ 4,448
Collection of library stubs for Python, with static types
mtshiba/pylyzer ⭐ 2,596
A fast, feature-rich static code analyzer & language server for Python
🔗 mtshiba.github.io/pylyzer
microsoft/pylance-release ⭐ 1,728
Fast, feature-rich language support for Python. Documentation and issues for Pylance.
agronholm/typeguard ⭐ 1,574
Run-time type checker for Python
patrick-kidger/torchtyping ⭐ 1,410
Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.
robertcraigie/pyright-python ⭐ 191
Python command line wrapper for pyright, a static type checker
🔗 pypi.org/project/pyright

Utility

General utility libraries: miscellaneous tools, linters, code formatters, version management, package tools, documentation tools.

yt-dlp/yt-dlp ⭐ 95,562
A feature-rich command-line audio/video downloader
🔗 discord.gg/h5mncfw63r
home-assistant/core ⭐ 75,540
🏡 Open source home automation that puts local control and privacy first.
🔗 www.home-assistant.io
abi/screenshot-to-code ⭐ 66,604
Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)
🔗 screenshottocode.com
python/cpython ⭐ 64,629
The Python programming language
🔗 www.python.org
localstack/localstack ⭐ 56,992
💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
🔗 localstack.cloud
faif/python-patterns ⭐ 40,734
A collection of design patterns/idioms in Python
mingrammer/diagrams ⭐ 40,064
🎨 Diagram as Code for prototyping cloud system architectures
🔗 diagrams.mingrammer.com
ggerganov/whisper.cpp ⭐ 36,755
Port of OpenAI's Whisper model in C/C++
paul-gauthier/aider ⭐ 24,435
Aider is a command line tool that lets you pair program with LLMs, to edit code stored in your local git repository
🔗 aider.chat
keon/algorithms ⭐ 24,209
Minimal examples of data structures and algorithms in Python
openai/openai-python ⭐ 23,865
The official Python library for the OpenAI API
🔗 pypi.org/project/openai
modularml/mojo ⭐ 23,521
The Mojo Programming Language
🔗 docs.modular.com/mojo/manual
norvig/pytudes ⭐ 23,235
Python programs, usually short, of considerable difficulty, to perfect particular skills.
pydantic/pydantic ⭐ 21,913
Data validation using Python type hints
🔗 docs.pydantic.dev
squidfunk/mkdocs-material ⭐ 21,628
Documentation that simply works
🔗 squidfunk.github.io/mkdocs-material
facebookresearch/audiocraft ⭐ 21,271
Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.
chriskiehl/Gooey ⭐ 20,752
Turn (almost) any Python command line program into a full GUI application with one line
delgan/loguru ⭐ 20,455
Python logging made (stupidly) simple
blakeblackshear/frigate ⭐ 20,157
NVR with realtime local object detection for IP cameras
🔗 frigate.video
mkdocs/mkdocs ⭐ 19,663
Project documentation with Markdown.
🔗 www.mkdocs.org
micropython/micropython ⭐ 19,662
MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems
🔗 micropython.org
rustpython/RustPython ⭐ 19,450
A Python Interpreter written in Rust
🔗 rustpython.github.io
kivy/kivy ⭐ 17,900
Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS
🔗 kivy.org
higherorderco/Bend ⭐ 17,882
A massively parallel, high-level programming language
🔗 higherorderco.com
ipython/ipython ⭐ 16,340
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
🔗 ipython.readthedocs.org
alievk/avatarify-python ⭐ 16,340
Avatars for Zoom, Skype and other video-conferencing apps.
openai/triton ⭐ 13,914
Development repository for the Triton language and compiler
🔗 triton-lang.org
zulko/moviepy ⭐ 12,848
Video editing with Python
🔗 zulko.github.io/moviepy
pyo3/pyo3 ⭐ 12,735
Rust bindings for the Python interpreter
🔗 pyo3.rs
pyodide/pyodide ⭐ 12,519
Pyodide is a Python distribution for the browser and Node.js based on WebAssembly
🔗 pyodide.org/en/stable
pytube/pytube ⭐ 12,497
A lightweight, dependency-free Python library (and command-line utility) for downloading YouTube Videos.
🔗 pytube.io
python-pillow/Pillow ⭐ 12,449
The Python Imaging Library adds image processing capabilities to Python (Pillow is the friendly PIL fork)
🔗 python-pillow.github.io
caronc/apprise ⭐ 12,352
Apprise - Push Notifications that work with just about every platform!
🔗 hub.docker.com/r/caronc/apprise
nuitka/Nuitka ⭐ 12,330
Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.4-3.13. You feed it your Python app, it does a lot of clever things, and spits out an executable or extension module.
🔗 nuitka.net
dbader/schedule ⭐ 11,916
Python job scheduling for humans.
🔗 schedule.readthedocs.io
ninja-build/ninja ⭐ 11,435
Ninja is a small build system with a focus on speed.
🔗 ninja-build.org
secdev/scapy ⭐ 10,936
Scapy: the Python-based interactive packet manipulation program & library.
🔗 scapy.net
asweigart/pyautogui ⭐ 10,670
A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.
magicstack/uvloop ⭐ 10,551
Ultra fast asyncio event loop.
pallets/jinja ⭐ 10,496
A very fast and expressive template engine.
🔗 jinja.palletsprojects.com
aristocratos/bpytop ⭐ 10,357
Linux/OSX/FreeBSD resource monitor
cython/cython ⭐ 9,676
The most widely used Python to C compiler
🔗 cython.org
aws/serverless-application-model ⭐ 9,385
The AWS Serverless Application Model (AWS SAM) transform is a AWS CloudFormation macro that transforms SAM templates into CloudFormation templates.
🔗 aws.amazon.com/serverless/sam
paramiko/paramiko ⭐ 9,209
The leading native Python SSHv2 protocol library.
🔗 paramiko.org
boto/boto3 ⭐ 9,129
AWS SDK for Python
🔗 aws.amazon.com/sdk-for-python
facebookresearch/hydra ⭐ 8,942
Hydra is a framework for elegantly configuring complex applications
🔗 hydra.cc
arrow-py/arrow ⭐ 8,762
🏹 Better dates & times for Python
🔗 arrow.readthedocs.io
py-pdf/pypdf ⭐ 8,596
A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files
🔗 pypdf.readthedocs.io/en/latest
xonsh/xonsh ⭐ 8,496
🐚 Python-powered shell. Full-featured and cross-platform.
🔗 xon.sh
eternnoir/pyTelegramBotAPI ⭐ 8,206
Python Telegram bot api.
jasonppy/VoiceCraft ⭐ 7,995
Zero-Shot Speech Editing and Text-to-Speech in the Wild
kellyjonbrazil/jc ⭐ 7,991
CLI tool and python library that converts the output of popular command-line tools, file-types, and common strings to JSON, YAML, or Dictionaries. This allows piping of output to tools like jq and simplifying automation scripts.
googleapis/google-api-python-client ⭐ 7,902
🐍 The official Python client library for Google's discovery based APIs.
🔗 googleapis.github.io/google-api-python-client/docs
theskumar/python-dotenv ⭐ 7,777
Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications following the 12-factor principles.
🔗 saurabh-kumar.com/python-dotenv
googlecloudplatform/python-docs-samples ⭐ 7,528
Code samples used on cloud.google.com
icloud-photos-downloader/icloud_photos_downloader ⭐ 7,384
A command-line tool to download photos from iCloud
google/latexify_py ⭐ 7,366
A library to generate LaTeX expression from Python code.
pygithub/PyGithub ⭐ 7,123
Typed interactions with the GitHub API v3
🔗 pygithub.readthedocs.io
marshmallow-code/marshmallow ⭐ 7,070
A lightweight library for converting complex objects to and from simple Python datatypes.
🔗 marshmallow.readthedocs.io
bndr/pipreqs ⭐ 6,957
pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this project forward.
jd/tenacity ⭐ 6,911
Retrying library for Python
🔗 tenacity.readthedocs.io
hugapi/hug ⭐ 6,869
Embrace the APIs of the future. Hug aims to make developing APIs as simple as possible, but no simpler.
pyca/cryptography ⭐ 6,783
cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.
🔗 cryptography.io
sphinx-doc/sphinx ⭐ 6,713
The Sphinx documentation generator
🔗 www.sphinx-doc.org
gorakhargosh/watchdog ⭐ 6,699
Python library and shell utilities to monitor filesystem events.
🔗 packages.python.org/watchdog
openai/point-e ⭐ 6,594
Point cloud diffusion for 3D model synthesis
timdettmers/bitsandbytes ⭐ 6,490
Accessible large language models via k-bit quantization for PyTorch.
🔗 huggingface.co/docs/bitsandbytes/main/en/index
ijl/orjson ⭐ 6,429
Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
agronholm/apscheduler ⭐ 6,416
Task scheduling library for Python
sdispater/pendulum ⭐ 6,319
Python datetimes made easy
🔗 pendulum.eustace.io
scikit-image/scikit-image ⭐ 6,136
Image processing in Python
🔗 scikit-image.org
pdfminer/pdfminer.six ⭐ 6,103
Community maintained fork of pdfminer - we fathom PDF
🔗 pdfminersix.readthedocs.io
wireservice/csvkit ⭐ 6,058
A suite of utilities for converting to and working with CSV, the king of tabular file formats.
🔗 csvkit.readthedocs.io
pytransitions/transitions ⭐ 5,864
A lightweight, object-oriented finite state machine implementation in Python with many extensions
rsalmei/alive-progress ⭐ 5,637
A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
spotify/pedalboard ⭐ 5,307
🎛 🔊 A Python library for audio.
🔗 spotify.github.io/pedalboard
buildbot/buildbot ⭐ 5,296
Python-based continuous integration testing framework; your pull requests are more than welcome!
🔗 www.buildbot.net
traceloop/openllmetry ⭐ 5,259
Open-source observability for your LLM application, based on OpenTelemetry
🔗 www.traceloop.com/openllmetry
prompt-toolkit/ptpython ⭐ 5,250
A better Python REPL
pywinauto/pywinauto ⭐ 5,084
Windows GUI Automation with Python (based on text properties)
🔗 pywinauto.github.io
pycqa/pycodestyle ⭐ 5,055
Simple Python style checker in one Python file
🔗 pycodestyle.pycqa.org
tebelorg/RPA-Python ⭐ 5,027
Python package for doing RPA
jorgebastida/awslogs ⭐ 4,878
AWS CloudWatch logs for Humans™
pythonnet/pythonnet ⭐ 4,856
Python for .NET is a package that gives Python programmers nearly seamless integration with the .NET Common Language Runtime (CLR) and provides a powerful application scripting tool for .NET developers.
🔗 pythonnet.github.io
pytoolz/toolz ⭐ 4,741
A functional standard library for Python.
🔗 toolz.readthedocs.org
hhatto/autopep8 ⭐ 4,586
A tool that automatically formats Python code to conform to the PEP 8 style guide.
🔗 pypi.org/project/autopep8
pyinvoke/invoke ⭐ 4,446
Pythonic task management & command execution.
🔗 pyinvoke.org
bogdanp/dramatiq ⭐ 4,414
A fast and reliable background task processing library for Python 3.
🔗 dramatiq.io
ashleve/lightning-hydra-template ⭐ 4,378
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
blealtan/efficient-kan ⭐ 4,176
An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).
adafruit/circuitpython ⭐ 4,165
CircuitPython - a Python implementation for teaching coding with microcontrollers
🔗 circuitpython.org
evhub/coconut ⭐ 4,122
Coconut (coconut-lang.org) is a variant of Python that adds on top of Python syntax new features for simple, elegant, Pythonic functional programming.
🔗 coconut-lang.org
pyo3/maturin ⭐ 4,089
Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
🔗 maturin.rs
ets-labs/python-dependency-injector ⭐ 4,079
Dependency injection framework for Python
🔗 python-dependency-injector.ets-labs.org
miguelgrinberg/python-socketio ⭐ 4,066
Python Socket.IO server and client
comet-ml/opik ⭐ 4,056
Opik is an open-source platform for evaluating, testing and monitoring LLM applications.
🔗 www.comet.com/docs/opik
pyinfra-dev/pyinfra ⭐ 3,999
pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast and scales from one server to thousands.
🔗 pyinfra.com
joblib/joblib ⭐ 3,932
Computing with Python functions.
🔗 joblib.readthedocs.org
python-markdown/markdown ⭐ 3,852
A Python implementation of John Gruber’s Markdown with Extension support.
🔗 python-markdown.github.io
rspeer/python-ftfy ⭐ 3,836
Fixes mojibake and other glitches in Unicode text, after the fact.
🔗 ftfy.readthedocs.org
more-itertools/more-itertools ⭐ 3,774
More routines for operating on iterables, beyond itertools
🔗 more-itertools.rtfd.io
zeromq/pyzmq ⭐ 3,760
PyZMQ: Python bindings for zeromq
🔗 zguide.zeromq.org/py:all
pydata/xarray ⭐ 3,674
N-D labeled arrays and datasets in Python
🔗 xarray.dev
hynek/structlog ⭐ 3,668
Simple, powerful, and fast logging for Python.
🔗 www.structlog.org
pypi/warehouse ⭐ 3,629
The Python Package Index
🔗 pypi.org
tartley/colorama ⭐ 3,589
Simple cross-platform colored terminal text in Python
spotify/basic-pitch ⭐ 3,587
A lightweight yet powerful audio-to-MIDI converter with pitch bend detection
🔗 basicpitch.io
osohq/oso ⭐ 3,483
Deprecated: See README
jorisschellekens/borb ⭐ 3,428
borb is a library for reading, creating and manipulating PDF files in python.
🔗 borbpdf.com
suor/funcy ⭐ 3,396
A fancy and practical functional tools
pyserial/pyserial ⭐ 3,282
Python serial port access library
camelot-dev/camelot ⭐ 3,090
A Python library to extract tabular data from PDFs
🔗 camelot-py.readthedocs.io
libaudioflux/audioFlux ⭐ 2,958
A library for audio and music analysis, feature extraction.
🔗 audioflux.top
legrandin/pycryptodome ⭐ 2,900
A self-contained cryptographic library for Python
🔗 www.pycryptodome.org
tox-dev/pipdeptree ⭐ 2,843
A command line utility to display dependency tree of the installed Python packages
🔗 pypi.python.org/pypi/pipdeptree
lxml/lxml ⭐ 2,740
The lxml XML toolkit for Python
🔗 lxml.de
liiight/notifiers ⭐ 2,690
The easy way to send notifications
🔗 notifiers.readthedocs.io
whylabs/whylogs ⭐ 2,673
An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈
🔗 whylogs.readthedocs.io
cdgriffith/Box ⭐ 2,659
Python dictionaries with advanced dot notation access
🔗 github.com/cdgriffith/box/wiki
pexpect/pexpect ⭐ 2,642
A Python module for controlling interactive programs in a pseudo-terminal
🔗 pexpect.readthedocs.io
litl/backoff ⭐ 2,622
Python library providing function decorators for configurable backoff and retry
yaml/pyyaml ⭐ 2,608
Canonical source repository for PyYAML
scrapinghub/dateparser ⭐ 2,578
python parser for human readable dates
pypa/setuptools ⭐ 2,564
Official project repository for the Setuptools build system
🔗 pypi.org/project/setuptools
pydantic/logfire ⭐ 2,518
Uncomplicated Observability for Python and beyond! 🪵🔥
🔗 logfire.pydantic.dev/docs
jcrist/msgspec ⭐ 2,514
A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML
🔗 jcristharif.com/msgspec
pyston/pyston ⭐ 2,502
(No longer maintained) A faster and highly-compatible implementation of the Python programming language.
🔗 www.pyston.org
dosisod/refurb ⭐ 2,492
A tool for refurbishing and modernizing Python codebases
nschloe/tikzplotlib ⭐ 2,449
📊 Save matplotlib figures as TikZ/PGFplots for smooth integration into LaTeX.
hgrecco/pint ⭐ 2,448
Operate and manipulate physical quantities in Python
🔗 pint.readthedocs.org
grantjenks/python-diskcache ⭐ 2,432
Python disk-backed cache (Django-compatible). Faster than Redis and Memcached. Pure-Python.
🔗 www.grantjenks.com/docs/diskcache
dateutil/dateutil ⭐ 2,398
Useful extensions to the standard Python datetime features
tkem/cachetools ⭐ 2,386
Various memoizing collections and decorators, including variants of the Python Standard Library's @lru_cache function decorator
pndurette/gTTS ⭐ 2,364
Python library and CLI tool to interface with Google Translate's text-to-speech API
🔗 gtts.readthedocs.org
kiminewt/pyshark ⭐ 2,287
Python wrapper for tshark, allowing python packet parsing using wireshark dissectors
rhettbull/osxphotos ⭐ 2,272
Python app to work with pictures and associated metadata from Apple Photos on macOS. Also includes a package to provide programmatic access to the Photos library, pictures, and metadata.
pyparsing/pyparsing ⭐ 2,249
Python library for creating PEG parsers
astanin/python-tabulate ⭐ 2,220
Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from bitbucket.org/astanin/python-tabulate.
🔗 pypi.org/project/tabulate
nateshmbhat/pyttsx3 ⭐ 2,192
Offline Text To Speech synthesis for python
ianmiell/shutit ⭐ 2,151
Automation framework for programmers
🔗 ianmiell.github.io/shutit
grahamdumpleton/wrapt ⭐ 2,085
A Python module for decorators, wrappers and monkey patching.
google/gin-config ⭐ 2,072
Gin provides a lightweight configuration framework for Python
seperman/deepdiff ⭐ 2,063
DeepDiff: Deep Difference and search of any Python object/data. DeepHash: Hash of any object based on its contents. Delta: Use deltas to reconstruct objects by adding deltas together.
🔗 zepworks.com
pyfilesystem/pyfilesystem2 ⭐ 2,016
Python's Filesystem abstraction layer
🔗 www.pyfilesystem.org
omry/omegaconf ⭐ 2,013
Flexible Python configuration system. The last one you will ever need.
mitmproxy/pdoc ⭐ 2,000
API Documentation for Python Projects
🔗 pdoc.dev
julienpalard/Pipe ⭐ 1,978
A Python library to use infix notation in Python
python-rope/rope ⭐ 1,976
a python refactoring library
numba/llvmlite ⭐ 1,972
A lightweight LLVM python binding for writing JIT compilers
🔗 llvmlite.pydata.org
landscapeio/prospector ⭐ 1,966
Inspects Python source files and provides information about type and location of classes, methods etc
carpedm20/emoji ⭐ 1,916
emoji terminal output for Python
pydoit/doit ⭐ 1,901
CLI task management & automation tool
🔗 pydoit.org
chaostoolkit/chaostoolkit ⭐ 1,896
Chaos Engineering Toolkit & Orchestration for Developers
🔗 chaostoolkit.org
hbldh/bleak ⭐ 1,892
A cross platform Bluetooth Low Energy Client for Python using asyncio
pygments/pygments ⭐ 1,878
Pygments is a generic syntax highlighter written in Python
🔗 pygments.org
open-telemetry/opentelemetry-python ⭐ 1,849
OpenTelemetry Python API and SDK
🔗 opentelemetry.io
samuelcolvin/watchfiles ⭐ 1,847
Simple, modern and fast file watching and code reload in Python.
🔗 watchfiles.helpmanual.io
p0dalirius/Coercer ⭐ 1,846
A python script to automatically coerce a Windows server to authenticate on an arbitrary machine through 12 methods.
🔗 podalirius.net
home-assistant/supervisor ⭐ 1,827
🏡 Home Assistant Supervisor
🔗 home-assistant.io/hassio
joowani/binarytree ⭐ 1,810
Python Library for Studying Binary Trees
🔗 binarytree.readthedocs.io
konradhalas/dacite ⭐ 1,792
Simple creation of data classes from dictionaries.
mkdocstrings/mkdocstrings ⭐ 1,771
📘 Automatic documentation from sources, for MkDocs.
🔗 mkdocstrings.github.io
rubik/radon ⭐ 1,756
Various code metrics for Python code
🔗 radon.readthedocs.org
kalliope-project/kalliope ⭐ 1,721
Kalliope is a framework that will help you to create your own personal assistant.
🔗 kalliope-project.github.io
anthropics/anthropic-sdk-python ⭐ 1,618
SDK providing access to Anthropic's safety-first language model APIs
quodlibet/mutagen ⭐ 1,612
Python module for handling audio metadata
🔗 mutagen.readthedocs.io
instagram/LibCST ⭐ 1,582
A concrete syntax tree parser and serializer library for Python that preserves many aspects of Python's abstract syntax tree
🔗 libcst.readthedocs.io
facebookincubator/Bowler ⭐ 1,573
Safe code refactoring for modern Python.
🔗 pybowler.io
imageio/imageio ⭐ 1,532
Python library for reading and writing image data
🔗 imageio.readthedocs.io
fabiocaccamo/python-benedict ⭐ 1,517
📘 dict subclass with keylist/keypath support, built-in I/O operations (base64, csv, html, ini, json, pickle, plist, query-string, toml, xls, xml, yaml), s3 support and many utilities.
lcompilers/lpython ⭐ 1,510
Python compiler
🔗 lpython.org
nficano/python-lambda ⭐ 1,503
A toolkit for developing and deploying serverless Python code in AWS Lambda.
aws-samples/aws-glue-samples ⭐ 1,451
AWS Glue code samples
lidatong/dataclasses-json ⭐ 1,395
Easily serialize Data Classes to and from JSON
brandon-rhodes/python-patterns ⭐ 1,353
Source code behind the python-patterns.guide site by Brandon Rhodes
aio-libs/yarl ⭐ 1,350
Yet another URL library
🔗 yarl.aio-libs.org
ossf/criticality_score ⭐ 1,347
Gives criticality score for an open source project
jaraco/keyring ⭐ 1,289
The Python keyring library provides an easy way to access the system keyring service from python. It can be used in any application that needs safe password storage.
oracle/graalpython ⭐ 1,286
GraalPy – A high-performance embeddable Python 3 runtime for Java
🔗 www.graalvm.org/python
pypy/pypy ⭐ 1,196
PyPy is a very fast and compliant implementation of the Python language.
🔗 pypy.org
pyo3/rust-numpy ⭐ 1,161
PyO3-based Rust bindings of the NumPy C-API
pyfpdf/fpdf2 ⭐ 1,153
Simple PDF generation for Python
🔗 py-pdf.github.io/fpdf2
pdoc3/pdoc ⭐ 1,142
🐍 ➡️ 📜 Auto-generate API documentation for Python projects
🔗 pdoc3.github.io/pdoc
ariebovenberg/whenever ⭐ 1,101
⏰ Modern datetime library for Python
🔗 whenever.rtfd.io
fsspec/filesystem_spec ⭐ 1,086
A specification that python filesystems should adhere to.
c4urself/bump2version ⭐ 1,070
Version-bump your software with a single command
🔗 pypi.python.org/pypi/bump2version
milvus-io/pymilvus ⭐ 1,063
Python SDK for Milvus.
metachris/logzero ⭐ 1,024
Robust and effective logging for Python 2 and 3.
🔗 logzero.readthedocs.io
extensityai/symbolicai ⭐ 1,001
Compositional Differentiable Programming Library - divide-and-conquer approach to break down a complex problem into smaller, more manageable problems.
fastai/fastcore ⭐ 996
Python supercharged for the fastai library
🔗 fastcore.fast.ai
lastmile-ai/aiconfig ⭐ 976
AIConfig saves prompts, models and model parameters as source control friendly configs. This allows you to iterate on prompts and model parameters separately from your application code.
🔗 aiconfig.lastmileai.dev
barracuda-fsh/pyobd ⭐ 893
An OBD-II compliant car diagnostic tool
juanbindez/pytubefix ⭐ 892
Python3 library for downloading YouTube Videos.
🔗 pytubefix.readthedocs.io
qdrant/qdrant-client ⭐ 830
Python client for Qdrant vector search engine
🔗 qdrant.tech
samuelcolvin/dirty-equals ⭐ 821
Doing dirty (but extremely useful) things with equals.
🔗 dirty-equals.helpmanual.io
modal-labs/modal-examples ⭐ 763
Examples of programs built using Modal
🔗 modal.com/docs
open-telemetry/opentelemetry-python-contrib ⭐ 761
OpenTelemetry instrumentation for Python modules
🔗 opentelemetry.io
pypa/build ⭐ 756
A simple, correct Python build frontend
🔗 build.pypa.io
gefyrahq/gefyra ⭐ 705
Blazingly-fast 🚀, rock-solid, local application development ➡️ with Kubernetes.
🔗 gefyra.dev
instagram/Fixit ⭐ 672
Advanced Python linting framework with auto-fixes and hierarchical configuration that makes it easy to write custom in-repo lint rules.
🔗 fixit.rtfd.io/en/latest
argoproj-labs/hera ⭐ 634
Hera makes Python code easy to orchestrate on Argo Workflows through native Python integrations. It lets you construct and submit your Workflows entirely in Python. ⭐️ Remember to star!
🔗 hera.rtfd.io
fastai/ghapi ⭐ 632
A delightful and complete interface to GitHub's amazing API
🔗 ghapi.fast.ai
google/pyglove ⭐ 630
Manipulating Python Programs
platformdirs/platformdirs ⭐ 626
A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
🔗 platformdirs.readthedocs.io
methexis-inc/terminal-copilot ⭐ 572
A smart terminal assistant that helps you find the right command.
steamship-core/steamship-langchain ⭐ 511
steamship-langchain
neuml/annotateai ⭐ 240
Automatically annotates papers using Large Language Models (LLMs)

Vizualisation

Vizualisation tools and libraries. Application frameworks, 2D/3D plotting, dashboards, WebGL.

apache/superset ⭐ 63,685
Apache Superset is a Data Visualization and Data Exploration Platform
🔗 superset.apache.org
streamlit/streamlit ⭐ 36,561
Streamlit — A faster way to build and share data apps.
🔗 streamlit.io
gradio-app/gradio ⭐ 35,054
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
🔗 www.gradio.app
plotly/dash ⭐ 21,764
Data Apps & Dashboards for Python. No JavaScript Required.
🔗 plotly.com/dash
matplotlib/matplotlib ⭐ 20,543
matplotlib: plotting with Python
🔗 matplotlib.org/stable
danny-avila/LibreChat ⭐ 20,277
LibreChat is a free, open source AI chat platform. This Web UI offers vast customization, supporting numerous AI providers, services, and integrations.
🔗 librechat.ai
bokeh/bokeh ⭐ 19,509
Interactive Data Visualization in the browser, from Python
🔗 bokeh.org
plotly/plotly.py ⭐ 16,533
The interactive graphing library for Python ✨ This project now includes Plotly Express!
🔗 plotly.com/python
mwaskom/seaborn ⭐ 12,727
Statistical data visualization in Python
🔗 seaborn.pydata.org
visgl/deck.gl ⭐ 12,381
WebGL2 powered visualization framework
🔗 deck.gl
marceloprates/prettymaps ⭐ 11,408
A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
altair-viz/altair ⭐ 9,498
Declarative visualization library for Python
🔗 altair-viz.github.io
nvidia/TensorRT-LLM ⭐ 9,090
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT...
🔗 nvidia.github.io/tensorrt-llm
lux-org/lux ⭐ 5,237
Automatically visualize your pandas dataframe via a single print! 📊 💡
renpy/renpy ⭐ 5,160
The Ren'Py Visual Novel Engine
🔗 www.renpy.org
holoviz/panel ⭐ 4,929
Panel: The powerful data exploration & web app framework for Python
🔗 panel.holoviz.org
man-group/dtale ⭐ 4,813
Visualizer for pandas data structures
🔗 alphatechadmin.pythonanywhere.com
has2k1/plotnine ⭐ 4,099
A Grammar of Graphics for Python
🔗 plotnine.org
residentmario/missingno ⭐ 3,997
missingno provides a small toolset of flexible and easy-to-use missing data visualizations and utilities that allows you to get a quick visual summary of the completeness (or lack thereof) of your dataset.
pyqtgraph/pyqtgraph ⭐ 3,942
Fast data visualization and GUI tools for scientific / engineering applications
🔗 www.pyqtgraph.org
vispy/vispy ⭐ 3,347
Main repository for Vispy
🔗 vispy.org
ml-tooling/opyrator ⭐ 3,116
🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.
🔗 opyrator-playground.mltooling.org
netflix/flamescope ⭐ 3,034
FlameScope is a visualization tool for exploring different time ranges as Flame Graphs.
pyvista/pyvista ⭐ 2,826
3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)
🔗 docs.pyvista.org
facebookresearch/hiplot ⭐ 2,775
HiPlot makes understanding high dimensional data easy
🔗 facebookresearch.github.io/hiplot
mckinsey/vizro ⭐ 2,754
Vizro is a low-code toolkit for building high-quality data visualization apps.
🔗 vizro.readthedocs.io/en/stable
holoviz/holoviews ⭐ 2,733
With Holoviews, your data visualizes itself.
🔗 holoviews.org
kozea/pygal ⭐ 2,677
pygal is a dynamic SVG charting library written in python.
🔗 www.pygal.org
napari/napari ⭐ 2,250
A fast, interactive, multi-dimensional image viewer for Python. It's designed for browsing, annotating, and analyzing large multi-dimensional images.
🔗 napari.org
marcomusy/vedo ⭐ 2,068
A python module for scientific analysis of 3D data based on VTK and Numpy
🔗 vedo.embl.es
datapane/datapane ⭐ 1,386
Build and share data reports in 100% Python
🔗 datapane.com
facultyai/dash-bootstrap-components ⭐ 1,131
Bootstrap components for Plotly Dash
🔗 dash-bootstrap-components.opensource.faculty.ai
nomic-ai/deepscatter ⭐ 1,070
Zoomable, animated scatterplots in the browser that scales over a billion points
holoviz/holoviz ⭐ 851
High-level tools to simplify visualization in Python.
🔗 holoviz.org
hazyresearch/meerkat ⭐ 830
Creative interactive views of any dataset.
anvaka/word2vec-graph ⭐ 708
Exploring word2vec embeddings as a graph of nearest neighbors
🔗 anvaka.github.io/pm/#/galaxy/word2vec-wiki?cx=-4651&cy=4492&cz=-1988&lx=-0.0915&ly=-0.9746&lz=-0.2030&lw=0.0237&ml=300&s=1.75&l=1&v=d50_clean_small

Web

Web related frameworks and libraries: webapp servers, WSGI, ASGI, asyncio, HTTP, REST, user management.

django/django ⭐ 81,741
The Web framework for perfectionists with deadlines.
🔗 www.djangoproject.com
tiangolo/fastapi ⭐ 79,280
FastAPI framework, high performance, easy to learn, fast to code, ready for production
🔗 fastapi.tiangolo.com
pallets/flask ⭐ 68,505
The Python micro framework for building web applications.
🔗 flask.palletsprojects.com
sherlock-project/sherlock ⭐ 61,588
Hunt down social media accounts by username across social networks
🔗 sherlockproject.xyz
psf/requests ⭐ 52,328
A simple, yet elegant, HTTP library.
🔗 requests.readthedocs.io/en/latest
tornadoweb/tornado ⭐ 21,803
Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
🔗 www.tornadoweb.org
reflex-dev/reflex ⭐ 21,289
🕸️ Web apps in pure Python 🐍
🔗 reflex.dev
wagtail/wagtail ⭐ 18,599
A Django content management system focused on flexibility and user experience
🔗 wagtail.org
huge-success/sanic ⭐ 18,188
Accelerate your web app development | Build fast. Run fast.
🔗 sanic.dev
pyscript/pyscript ⭐ 18,144
A framework that allows users to create rich Python applications in the browser using HTML's interface and the power of Pyodide, WASM, and modern web technologies.
🔗 pyscript.net
vincigit00/Scrapegraph-ai ⭐ 16,987
ScrapeGraphAI is a web scraping python library that uses LLM and direct graph logic to create scraping pipelines for websites and local documents
🔗 scrapegraphai.com
aio-libs/aiohttp ⭐ 15,298
Asynchronous HTTP client/server framework for asyncio and Python
🔗 docs.aiohttp.org
encode/httpx ⭐ 13,520
A next generation HTTP client for Python. 🦋
🔗 www.python-httpx.org
getpelican/pelican ⭐ 12,676
Static site generator that supports Markdown and reST syntax. Powered by Python.
🔗 getpelican.com
flet-dev/flet ⭐ 12,031
Flet enables developers to easily build realtime web, mobile and desktop apps in Python. No frontend experience required.
🔗 flet.dev
aws/chalice ⭐ 10,723
Python Serverless Microframework for AWS
zauberzeug/nicegui ⭐ 10,485
Create web-based user interfaces with Python. The nice way.
🔗 nicegui.io
encode/starlette ⭐ 10,432
The little ASGI framework that shines. 🌟
🔗 www.starlette.io
benoitc/gunicorn ⭐ 9,927
gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.
🔗 www.gunicorn.org
falconry/falcon ⭐ 9,563
The no-magic web API and microservices framework for Python developers, with an emphasis on reliability and performance at scale.
🔗 falcon.readthedocs.io
encode/uvicorn ⭐ 8,746
An ASGI web server, for Python. 🦄
🔗 www.uvicorn.org
bottlepy/bottle ⭐ 8,505
bottle.py is a fast and simple micro-framework for python web-applications.
🔗 bottlepy.org
graphql-python/graphene ⭐ 8,126
GraphQL framework for Python
🔗 graphene-python.org
reactive-python/reactpy ⭐ 7,913
ReactPy is a library for building user interfaces in Python without Javascript
🔗 reactpy.dev
vitalik/django-ninja ⭐ 7,555
💨 Fast, Async-ready, Openapi, type hints based framework for building APIs
🔗 django-ninja.dev
pyeve/eve ⭐ 6,711
REST API framework designed for human beings
🔗 python-eve.org
pallets/werkzeug ⭐ 6,686
The comprehensive WSGI web application library.
🔗 werkzeug.palletsprojects.com
webpy/webpy ⭐ 5,894
web.py is a web framework for python that is as simple as it is powerful.
🔗 webpy.org
starlite-api/litestar ⭐ 5,784
Production-ready, Light, Flexible and Extensible ASGI API framework | Effortlessly Build Performant APIs
🔗 litestar.dev
fastapi-users/fastapi-users ⭐ 4,795
Ready-to-use and customizable users management for FastAPI
🔗 fastapi-users.github.io/fastapi-users
stephenmcd/mezzanine ⭐ 4,769
CMS framework for Django
🔗 mezzanine.jupo.org
nameko/nameko ⭐ 4,721
A microservices framework for Python that lets service developers concentrate on application logic and encourages testability.
🔗 www.nameko.io
pywebio/PyWebIO ⭐ 4,611
Write interactive web app in script way.
🔗 pywebio.readthedocs.io
strawberry-graphql/strawberry ⭐ 4,091
A GraphQL library for Python that leverages type annotations 🍓
🔗 strawberry.rocks
h2oai/wave ⭐ 4,026
H2O Wave is a software stack for building beautiful, low-latency, realtime, browser-based applications and dashboards entirely in Python/R without using HTML, Javascript, or CSS.
🔗 wave.h2o.ai
pylons/pyramid ⭐ 3,999
Pyramid - A Python web framework
🔗 trypyramid.com
websocket-client/websocket-client ⭐ 3,606
WebSocket client for Python
🔗 github.com/websocket-client/websocket-client
unbit/uwsgi ⭐ 3,473
uWSGI application server container
🔗 projects.unbit.it/uwsgi
pallets/quart ⭐ 3,114
An async Python micro framework for building web applications.
🔗 quart.palletsprojects.com
fastapi-admin/fastapi-admin ⭐ 3,007
A fast admin dashboard based on FastAPI and TortoiseORM with tabler ui, inspired by Django admin
🔗 fastapi-admin-docs.long2ice.io
flipkart-incubator/Astra ⭐ 2,525
Automated Security Testing For REST API's
dot-agent/nextpy ⭐ 2,247
🤖Self-Modifying Framework from the Future 🔮 World's First AMS
🔗 dotagent.ai
masoniteframework/masonite ⭐ 2,225
The Modern And Developer Centric Python Web Framework. Be sure to read the documentation and join the Discord channel for questions: https://discord.gg/TwKeFahmPZ
🔗 docs.masoniteproject.com
python-restx/flask-restx ⭐ 2,177
Fork of Flask-RESTPlus: Fully featured framework for fast, easy and documented API development with Flask
🔗 flask-restx.readthedocs.io/en/latest
s3rius/FastAPI-template ⭐ 2,073
Feature rich robust FastAPI template.
neoteroi/BlackSheep ⭐ 2,042
Fast ASGI web framework for Python
🔗 www.neoteroi.dev/blacksheep
dmontagu/fastapi-utils ⭐ 1,978
Reusable utilities for FastAPI: a number of utilities to help reduce boilerplate and reuse common functionality across projects
🔗 fastapiutils.github.io/fastapi-utils
cherrypy/cherrypy ⭐ 1,864
CherryPy is a pythonic, object-oriented HTTP framework. https://cherrypy.dev
🔗 docs.cherrypy.dev
indico/indico ⭐ 1,802
Indico - A feature-rich event management system, made @ CERN, the place where the Web was born.
🔗 getindico.io
jordaneremieff/mangum ⭐ 1,764
An adapter for running ASGI applications in AWS Lambda to handle Function URL, API Gateway, ALB, and Lambda@Edge events
🔗 mangum.fastapiexpert.com
wtforms/wtforms ⭐ 1,519
A flexible forms validation and rendering library for Python.
🔗 wtforms.readthedocs.io
awtkns/fastapi-crudrouter ⭐ 1,439
A dynamic FastAPI router that automatically creates CRUD routes for your models
🔗 fastapi-crudrouter.awtkns.com
long2ice/fastapi-cache ⭐ 1,416
fastapi-cache is a tool to cache fastapi response and function result, with backends support redis and memcached.
🔗 github.com/long2ice/fastapi-cache
rstudio/py-shiny ⭐ 1,347
Shiny for Python
🔗 shiny.posit.co/py
whitphx/stlite ⭐ 1,290
A port of Streamlit to WebAssembly, powered by Pyodide.
🔗 edit.share.stlite.net
magicstack/httptools ⭐ 1,217
Fast HTTP parser
koxudaxi/fastapi-code-generator ⭐ 1,096
This code generator creates FastAPI app from an openapi file.
aeternalis-ingenium/FastAPI-Backend-Template ⭐ 684
A backend project template with FastAPI, PostgreSQL with asynchronous SQLAlchemy 2.0, Alembic for asynchronous database migration, and Docker.

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1,670 hand-picked awesome Python libraries and frameworks, updated 08 Jan 2025

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