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mkdocs.yml
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site_name: Probatus Docs
repo_url: https://github.com/ing-bank/probatus/
site_url: https://ing-bank.github.io/probatus/
site_description: Validation of binary classifiers and data used to develop them
site_author: ING Bank N. V.
use_directory_urls: false
nav:
- Home: index.md
- Tutorials:
- ShapRFECV - Recursive Feature Elimination using SHAP importance: tutorials/nb_shap_feature_elimination.ipynb
- Tree-based & Linear Model Interpretation with SHAP: tutorials/nb_shap_model_interpreter.ipynb
- Imputation Strategy Comparison : tutorials/nb_imputation_comparison.ipynb
- Model Metrics Volatility: tutorials/nb_metric_volatility.ipynb
- Multivariate Sample Similarity: tutorials/nb_sample_similarity.ipynb
- Univariate Sample Similarity: tutorials/nb_distribution_statistics.ipynb
- Custom Scoring Metrics: tutorials/nb_custom_scoring.ipynb
- HowTo:
- Reproduce the results: howto/reproducibility.ipynb
- Work with grouped data: howto/grouped_data.ipynb
- API:
- probatus.feature_elimination: api/feature_elimination.md
- probatus.interpret: api/model_interpret.md
- probatus.metric_volatility: api/metric_volatility.md
- probatus.missing_values : api/imputation_selector.md
- probatus.sample_similarity: api/sample_similarity.md
- probatus.stat_tests: api/stat_tests.md
- probatus.utils: api/utils.md
- Discussion:
- Vision: discussion/vision.md
- ShapRFECV vs sklearn RFECV: discussion/nb_rfecv_vs_shaprfecv.ipynb
- Contributing: discussion/contributing.md
plugins:
- mkdocstrings:
handlers:
python:
selection:
inherited_members: true
filters:
- "!^Base"
- "!^_" # exlude all members starting with _
- "^__init__$" # but always include __init__ modules and methods
rendering:
show_root_toc_entry: false
watch:
- probatus
- search
- mknotebooks:
enable_default_jupyter_cell_styling: true
enable_default_pandas_dataframe_styling: true
copyright: Copyright © 2020 ING Bank N.V.
theme:
name: material
logo: img/Probatus_P_white.png
favicon: img/Probatus_P_white.png
font:
text: Ubuntu
code: Ubuntu Mono
features:
- navigation.tabs
palette:
scheme: default
primary: deep orange
accent: indigo
markdown_extensions:
- codehilite
- pymdownx.highlight
- pymdownx.inlinehilite
- pymdownx.superfences
- pymdownx.details
- pymdownx.tabbed
- pymdownx.snippets
- pymdownx.highlight:
use_pygments: true
- toc:
permalink: true