├── .DS_Store ├── .editorconfig ├── .github └── ISSUE_TEMPLATE.md ├── .gitignore ├── .travis.yml ├── AUTHORS.rst ├── CONTRIBUTING.rst ├── HISTORY.rst ├── LICENSE ├── MANIFEST.in ├── Makefile ├── README.rst ├── docs ├── Makefile ├── authors.rst ├── conf.py ├── contributing.rst ├── history.rst ├── index.rst ├── installation.rst ├── make.bat ├── modules.rst ├── readme.rst ├── resources │ ├── global.png │ └── local.png ├── trelawney.rst ├── tutos │ ├── submission.csv │ ├── test.csv │ ├── train.csv │ ├── tree_viz.dot │ ├── tree_viz.png │ ├── tree_viz.png.dot │ └── tree_viz.png.png └── usage.rst ├── requirements.txt ├── requirements_dev.txt ├── setup.cfg ├── setup.py ├── tests ├── __init__.py ├── conftest.py ├── test_base_explainer.py ├── test_lime_explainer.py ├── test_shap_explainer.py ├── test_surogate_explainer.py └── test_tree_explainer.py ├── tox.ini └── trelawney ├── __init__.py ├── base_explainer.py ├── colors.py ├── lime_explainer.py ├── logreg_explainer.py ├── shap_explainer.py ├── surrogate_explainer.py └── tree_explainer.py /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/.DS_Store -------------------------------------------------------------------------------- /.editorconfig: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/.editorconfig -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/.github/ISSUE_TEMPLATE.md -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/.gitignore -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/.travis.yml -------------------------------------------------------------------------------- /AUTHORS.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/AUTHORS.rst -------------------------------------------------------------------------------- /CONTRIBUTING.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/CONTRIBUTING.rst -------------------------------------------------------------------------------- /HISTORY.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/HISTORY.rst -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/LICENSE -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/MANIFEST.in -------------------------------------------------------------------------------- /Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/Makefile -------------------------------------------------------------------------------- /README.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/README.rst -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/docs/Makefile -------------------------------------------------------------------------------- /docs/authors.rst: -------------------------------------------------------------------------------- 1 | .. include:: ../AUTHORS.rst 2 | -------------------------------------------------------------------------------- /docs/conf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/docs/conf.py -------------------------------------------------------------------------------- /docs/contributing.rst: -------------------------------------------------------------------------------- 1 | .. include:: ../CONTRIBUTING.rst 2 | -------------------------------------------------------------------------------- /docs/history.rst: -------------------------------------------------------------------------------- 1 | .. include:: ../HISTORY.rst 2 | -------------------------------------------------------------------------------- /docs/index.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/docs/index.rst -------------------------------------------------------------------------------- /docs/installation.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/docs/installation.rst -------------------------------------------------------------------------------- /docs/make.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/docs/make.bat -------------------------------------------------------------------------------- /docs/modules.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/docs/modules.rst -------------------------------------------------------------------------------- /docs/readme.rst: -------------------------------------------------------------------------------- 1 | .. include:: ../README.rst 2 | -------------------------------------------------------------------------------- /docs/resources/global.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/docs/resources/global.png -------------------------------------------------------------------------------- /docs/resources/local.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/docs/resources/local.png -------------------------------------------------------------------------------- /docs/trelawney.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/docs/trelawney.rst -------------------------------------------------------------------------------- /docs/tutos/submission.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/docs/tutos/submission.csv -------------------------------------------------------------------------------- /docs/tutos/test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/docs/tutos/test.csv -------------------------------------------------------------------------------- /docs/tutos/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/docs/tutos/train.csv -------------------------------------------------------------------------------- /docs/tutos/tree_viz.dot: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/docs/tutos/tree_viz.dot -------------------------------------------------------------------------------- /docs/tutos/tree_viz.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/docs/tutos/tree_viz.png -------------------------------------------------------------------------------- /docs/tutos/tree_viz.png.dot: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/docs/tutos/tree_viz.png.dot -------------------------------------------------------------------------------- /docs/tutos/tree_viz.png.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/docs/tutos/tree_viz.png.png -------------------------------------------------------------------------------- /docs/usage.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/docs/usage.rst -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/requirements.txt -------------------------------------------------------------------------------- /requirements_dev.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/requirements_dev.txt -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/setup.cfg -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/setup.py -------------------------------------------------------------------------------- /tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/tests/__init__.py -------------------------------------------------------------------------------- /tests/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/tests/conftest.py -------------------------------------------------------------------------------- /tests/test_base_explainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/tests/test_base_explainer.py -------------------------------------------------------------------------------- /tests/test_lime_explainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/tests/test_lime_explainer.py -------------------------------------------------------------------------------- /tests/test_shap_explainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/tests/test_shap_explainer.py -------------------------------------------------------------------------------- /tests/test_surogate_explainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/tests/test_surogate_explainer.py -------------------------------------------------------------------------------- /tests/test_tree_explainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/tests/test_tree_explainer.py -------------------------------------------------------------------------------- /tox.ini: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/tox.ini -------------------------------------------------------------------------------- /trelawney/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/trelawney/__init__.py -------------------------------------------------------------------------------- /trelawney/base_explainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/trelawney/base_explainer.py -------------------------------------------------------------------------------- /trelawney/colors.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/trelawney/colors.py -------------------------------------------------------------------------------- /trelawney/lime_explainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/trelawney/lime_explainer.py -------------------------------------------------------------------------------- /trelawney/logreg_explainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/trelawney/logreg_explainer.py -------------------------------------------------------------------------------- /trelawney/shap_explainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/trelawney/shap_explainer.py -------------------------------------------------------------------------------- /trelawney/surrogate_explainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/trelawney/surrogate_explainer.py -------------------------------------------------------------------------------- /trelawney/tree_explainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aredier/trelawney/HEAD/trelawney/tree_explainer.py --------------------------------------------------------------------------------