Skip to content
View chenxiaodanhit's full-sized avatar

Block or report chenxiaodanhit

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Showing results

Structured state space sequence models

Jupyter Notebook 2,536 306 Updated Jul 17, 2024

Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.

Python 424 45 Updated Jul 31, 2023
Python 73 12 Updated Feb 21, 2024

[AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"

Python 108 18 Updated Dec 23, 2023

PyTorch implementation of ESG

Python 76 15 Updated Feb 21, 2023

Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

Python 1,417 234 Updated Jan 3, 2025

A Library for Advanced Deep Time Series Models.

Python 7,800 1,246 Updated Jan 10, 2025

Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)

Python 45 3 Updated Oct 10, 2023

Official repository for the paper "Image Deraining Transformer".

Python 52 4 Updated Oct 4, 2022

Learning A Sparse Transformer Network for Effective Image Deraining (CVPR 2023)

Python 277 17 Updated Dec 12, 2023

Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)

Python 158 31 Updated Jun 22, 2022

KDD CUP 2018

Python 128 55 Updated Sep 11, 2018

Hackable and optimized Transformers building blocks, supporting a composable construction.

Python 8,940 635 Updated Jan 16, 2025

[AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.

Python 222 38 Updated Oct 13, 2023

Graph Neural Networks for Irregular Time Series

Python 183 38 Updated Oct 4, 2022
Python 676 130 Updated Aug 16, 2023

Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)

Python 633 70 Updated Oct 22, 2022

pytorch implementation of Domain-Adversarial Training of Neural Networks

Python 863 155 Updated Jul 26, 2019

TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series, from ServiceNow Research

Python 131 24 Updated May 3, 2024

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

Python 1,760 302 Updated Aug 12, 2024

Reformer, the efficient Transformer, in Pytorch

Python 2,143 255 Updated Jun 21, 2023

Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/abs/2205.14415

Python 492 85 Updated Aug 19, 2024

[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data

Python 191 22 Updated Jun 7, 2023

OpenMMLab Computer Vision Foundation

Python 5,985 1,659 Updated Jan 21, 2025

tsl: a PyTorch library for processing spatiotemporal data.

Python 287 30 Updated Jan 6, 2025

Multivariate Time Series Transformer, public version

Python 799 176 Updated Aug 27, 2023

Self-supervised contrastive learning for time series via time-frequency consistency

Python 456 83 Updated May 7, 2024

Codebase for Generative Adversarial Imputation Networks (GAIN) - ICML 2018

Python 380 152 Updated Feb 22, 2022

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Python 8,988 1,994 Updated Apr 16, 2024
Next
Showing results