├── .gitignore ├── .readthedocs.yml ├── LICENSE ├── MANIFEST.in ├── README.md ├── crosspredict ├── __init__.py ├── crossval │ ├── __init__.py │ ├── _catboost.py │ ├── _crossval.py │ ├── _lightgbm.py │ └── _xgboost.py ├── iterator.py ├── nodes │ ├── __init__.py │ └── _nodes.py ├── parameters.yml ├── report_binary │ ├── __init__.py │ ├── _curves.py │ └── _report_binary.py └── target_encoder │ ├── __init__.py │ ├── _crosstargetencoder.py │ └── _target_encoder.py ├── docs ├── Makefile ├── make.bat ├── requirements.txt └── source │ ├── _static │ ├── logo.png │ └── my.css │ ├── _templates │ ├── breadcrumbs.html │ ├── footer.html │ ├── layout.html │ ├── search.html │ ├── searchbox.html │ └── versions.html │ ├── conf.py │ ├── crossvalidation.rst │ └── index.rst ├── notebooks ├── CrossModelFabric_class.ipynb ├── CrossTargetEncoder_class.ipynb ├── Iterator_class.ipynb ├── ML_Pipeline.ipynb ├── Plot Reports for Binary Classification problem example.ipynb ├── Plot_Reports_for_Binary_Classification_problem_example.ipynb ├── Simple_example_in_one_Notebook.ipynb ├── params.yaml ├── report1.png └── report2.png ├── requirements.txt ├── setup.py └── tests ├── __init__.py ├── conftest.py ├── parameters.yml ├── test_binary.py └── test_iterator.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/.gitignore -------------------------------------------------------------------------------- /.readthedocs.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/.readthedocs.yml -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/LICENSE -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/MANIFEST.in -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/README.md -------------------------------------------------------------------------------- /crosspredict/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | """CrossPredict 3 | """ 4 | 5 | __version__ = "1.1.2" 6 | -------------------------------------------------------------------------------- /crosspredict/crossval/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/crosspredict/crossval/__init__.py -------------------------------------------------------------------------------- /crosspredict/crossval/_catboost.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/crosspredict/crossval/_catboost.py -------------------------------------------------------------------------------- /crosspredict/crossval/_crossval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/crosspredict/crossval/_crossval.py -------------------------------------------------------------------------------- /crosspredict/crossval/_lightgbm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/crosspredict/crossval/_lightgbm.py -------------------------------------------------------------------------------- /crosspredict/crossval/_xgboost.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/crosspredict/crossval/_xgboost.py -------------------------------------------------------------------------------- /crosspredict/iterator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/crosspredict/iterator.py -------------------------------------------------------------------------------- /crosspredict/nodes/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/crosspredict/nodes/__init__.py -------------------------------------------------------------------------------- /crosspredict/nodes/_nodes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/crosspredict/nodes/_nodes.py -------------------------------------------------------------------------------- /crosspredict/parameters.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/crosspredict/parameters.yml -------------------------------------------------------------------------------- /crosspredict/report_binary/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/crosspredict/report_binary/__init__.py -------------------------------------------------------------------------------- /crosspredict/report_binary/_curves.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/crosspredict/report_binary/_curves.py -------------------------------------------------------------------------------- /crosspredict/report_binary/_report_binary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/crosspredict/report_binary/_report_binary.py -------------------------------------------------------------------------------- /crosspredict/target_encoder/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/crosspredict/target_encoder/__init__.py -------------------------------------------------------------------------------- /crosspredict/target_encoder/_crosstargetencoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/crosspredict/target_encoder/_crosstargetencoder.py -------------------------------------------------------------------------------- /crosspredict/target_encoder/_target_encoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/crosspredict/target_encoder/_target_encoder.py -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/docs/Makefile -------------------------------------------------------------------------------- /docs/make.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/docs/make.bat -------------------------------------------------------------------------------- /docs/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/docs/requirements.txt -------------------------------------------------------------------------------- /docs/source/_static/logo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/docs/source/_static/logo.png -------------------------------------------------------------------------------- /docs/source/_static/my.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/docs/source/_static/my.css -------------------------------------------------------------------------------- /docs/source/_templates/breadcrumbs.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/docs/source/_templates/breadcrumbs.html -------------------------------------------------------------------------------- /docs/source/_templates/footer.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/docs/source/_templates/footer.html -------------------------------------------------------------------------------- /docs/source/_templates/layout.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/docs/source/_templates/layout.html -------------------------------------------------------------------------------- /docs/source/_templates/search.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/docs/source/_templates/search.html -------------------------------------------------------------------------------- /docs/source/_templates/searchbox.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/docs/source/_templates/searchbox.html -------------------------------------------------------------------------------- /docs/source/_templates/versions.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/docs/source/_templates/versions.html -------------------------------------------------------------------------------- /docs/source/conf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/docs/source/conf.py -------------------------------------------------------------------------------- /docs/source/crossvalidation.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/docs/source/crossvalidation.rst -------------------------------------------------------------------------------- /docs/source/index.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/docs/source/index.rst -------------------------------------------------------------------------------- /notebooks/CrossModelFabric_class.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/notebooks/CrossModelFabric_class.ipynb -------------------------------------------------------------------------------- /notebooks/CrossTargetEncoder_class.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/notebooks/CrossTargetEncoder_class.ipynb -------------------------------------------------------------------------------- /notebooks/Iterator_class.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/notebooks/Iterator_class.ipynb -------------------------------------------------------------------------------- /notebooks/ML_Pipeline.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/notebooks/ML_Pipeline.ipynb -------------------------------------------------------------------------------- /notebooks/Plot Reports for Binary Classification problem example.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/notebooks/Plot Reports for Binary Classification problem example.ipynb -------------------------------------------------------------------------------- /notebooks/Plot_Reports_for_Binary_Classification_problem_example.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/notebooks/Plot_Reports_for_Binary_Classification_problem_example.ipynb -------------------------------------------------------------------------------- /notebooks/Simple_example_in_one_Notebook.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/notebooks/Simple_example_in_one_Notebook.ipynb -------------------------------------------------------------------------------- /notebooks/params.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/notebooks/params.yaml -------------------------------------------------------------------------------- /notebooks/report1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/notebooks/report1.png -------------------------------------------------------------------------------- /notebooks/report2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/notebooks/report2.png -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/requirements.txt -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/setup.py -------------------------------------------------------------------------------- /tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/tests/conftest.py -------------------------------------------------------------------------------- /tests/parameters.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/tests/parameters.yml -------------------------------------------------------------------------------- /tests/test_binary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/tests/test_binary.py -------------------------------------------------------------------------------- /tests/test_iterator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ya-ds/crosspredict/HEAD/tests/test_iterator.py --------------------------------------------------------------------------------