.gitignore
.pre-commit-config.yaml
.readthedocs.yaml
LICENSE
MANIFEST.in
README.md
pyproject.toml
requirements-dev.txt
requirements-extra.txt
requirements.txt
setup.cfg
setup.py
.github/workflows/insolver-pypi-release.yaml
.github/workflows/insolver-tests.yaml
.github/workflows/python-app.yml
dev/insolver_gbm_catboost_1657654323092.pickle
dev/insolver_gbm_lightgbm_1657653374832.pickle
dev/insolver_gbm_xgboost_1657653362678.pickle
dev/insolver_glm_sklearn_1657653253416.pickle
dev/test_request_frempl.json
dev/transforms
docs/Makefile
docs/README.md
docs/conf.py
docs/index.rst
docs/make.bat
docs/requirements-docs.txt
docs/source/api_ref.md
docs/source/examples.md
docs/source/feature_engineering.md
docs/source/feature_selection_methods.png
docs/source/insolver_architecture.png
docs/source/insolver_df.md
docs/source/installation.md
docs/source/interpretation.md
docs/source/load_tests.md
docs/source/model_comparison.md
docs/source/model_wrappers.md
docs/source/overview.md
docs/source/package_architecture.md
docs/source/report.md
docs/source/serving.md
docs/source/several_models_serving.md
docs/source/transformations.md
examples/inference.py
examples/train.py
examples/insolver_pipeline/README.md
examples/insolver_pipeline/insolver.pipeline
examples/insolver_pipeline/load-insolver-df.ipynb
examples/insolver_pipeline/predict.ipynb
examples/insolver_pipeline/split-df.ipynb
examples/insolver_pipeline/train-model.ipynb
examples/insolver_pipeline/transforms.ipynb
examples/serving_example/insolver_glm_h2o_1610467176142
examples/serving_example/run_server.ipynb
examples/serving_example/send_request.ipynb
examples/serving_example/transforms.pkl
insolver/__init__.py
insolver/utils.py
insolver.egg-info/PKG-INFO
insolver.egg-info/SOURCES.txt
insolver.egg-info/dependency_links.txt
insolver.egg-info/entry_points.txt
insolver.egg-info/not-zip-safe
insolver.egg-info/requires.txt
insolver.egg-info/top_level.txt
insolver/configs/__init__.py
insolver/configs/settings.py
insolver/discretization/__init__.py
insolver/discretization/discretizer.py
insolver/discretization/discretizer_utils.py
insolver/feature_engineering/__init__.py
insolver/feature_engineering/dimensionality_reduction.py
insolver/feature_engineering/feature_engineering.py
insolver/feature_engineering/feature_selection.py
insolver/feature_engineering/normalization.py
insolver/feature_engineering/sampling.py
insolver/feature_engineering/smoothing.py
insolver/frame/__init__.py
insolver/frame/frame.py
insolver/interpretation/__init__.py
insolver/interpretation/base.py
insolver/interpretation/dice.py
insolver/interpretation/lime.py
insolver/interpretation/plots.py
insolver/interpretation/shap.py
insolver/model_tools/__init__.py
insolver/model_tools/datasets.py
insolver/model_tools/metrics.py
insolver/model_tools/model_comparison.py
insolver/model_tools/model_utils.py
insolver/report/__init__.py
insolver/report/comparison_presets.py
insolver/report/error_handler.py
insolver/report/metrics.py
insolver/report/presets.py
insolver/report/report.py
insolver/report/report_template.html
insolver/report/report_template/cheatsheet.css
insolver/report/report_template/cheatsheet.js
insolver/report/report_template/cheatsheet.rtl.css
insolver/report/report_template/assets/dist/css/bootstrap.min.css
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insolver/report/report_template/assets/dist/css/bootstrap.rtl.min.css
insolver/report/report_template/assets/dist/css/bootstrap.rtl.min.css.map
insolver/report/report_template/assets/dist/js/bootstrap.bundle.min.js
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insolver/serving/__init__.py
insolver/serving/__main__.py
insolver/serving/fastapi_app.py
insolver/serving/fastapi_app_several.py
insolver/serving/flask_app.py
insolver/serving/flask_app_several.py
insolver/serving/run_service.py
insolver/serving/utils.py
insolver/serving/django_insolver/__init__.py
insolver/serving/django_insolver/manage.py
insolver/serving/django_insolver/apps/__init__.py
insolver/serving/django_insolver/apps/drf_serving/__init__.py
insolver/serving/django_insolver/apps/drf_serving/admin.py
insolver/serving/django_insolver/apps/drf_serving/apps.py
insolver/serving/django_insolver/apps/drf_serving/load_model.py
insolver/serving/django_insolver/apps/drf_serving/models.py
insolver/serving/django_insolver/apps/drf_serving/tests.py
insolver/serving/django_insolver/apps/drf_serving/urls.py
insolver/serving/django_insolver/apps/drf_serving/views.py
insolver/serving/django_insolver/apps/drf_serving/migrations/__init__.py
insolver/serving/django_insolver/django_insolver/__init__.py
insolver/serving/django_insolver/django_insolver/asgi.py
insolver/serving/django_insolver/django_insolver/settings.py
insolver/serving/django_insolver/django_insolver/urls.py
insolver/serving/django_insolver/django_insolver/wsgi.py
insolver/transforms/__init__.py
insolver/transforms/autofillna.py
insolver/transforms/basic.py
insolver/transforms/core.py
insolver/transforms/date_time.py
insolver/transforms/grouping_sorting.py
insolver/transforms/insurance.py
insolver/transforms/person.py
insolver/wrappers/__init__.py
insolver/wrappers/base.py
insolver/wrappers/gbm.py
insolver/wrappers/general.py
insolver/wrappers/glm.py
insolver/wrappers/trivial.py
insolver/wrappers/extensions/__init__.py
insolver/wrappers/extensions/cvnhp.py
insolver/wrappers/extensions/h2oext.py
insolver/wrappers/extensions/pltpdp.py
insolver/wrappers_v2/__init__.py
insolver/wrappers_v2/base.py
insolver/wrappers_v2/glm.py
insolver/wrappers_v2/utils/__init__.py
insolver/wrappers_v2/utils/h2o_utils.py
insolver/wrappers_v2/utils/save_load_utils.py
loading_test/__init__.py
loading_test/locust_readme.md
loading_test/locustfile.py
loading_test/request_testing.py
serving_docker/Dockerfile
serving_docker/README.md
serving_docker/insolver_glm_h2o_1610467176142
serving_docker/transforms.pkl
tests/test_AutoFillNATransforms.py
tests/test_EncoderTransforms.py
tests/test_InsolverDataFrame.py
tests/test_InsolverDiscretization.py
tests/test_InsolverTransforms.py
tests/test_OneHotEncoderTransforms.py
tests/test_serving_flask.py
tests/test_wrappers_v2_InsolverBaseWrapper.py
tests/data/freMPL-R_100.csv
tutorials/Binary Classification Example - Rain in Australia Prediction.ipynb
tutorials/Data Preprocessing Example I - New York City Airbnb.ipynb
tutorials/Data Preprocessing Example II - New York City Airbnb.ipynb
tutorials/Gradient Boosting Example - Lending Club.ipynb
tutorials/InsolverDataFrame and InsolverTransform Example.ipynb
tutorials/README.md
tutorials/Regression Example - FreeMLP.ipynb
tutorials/Regression Example - US Accidents.ipynb
tutorials/Report Example.ipynb
tutorials/Transforms Inference Example.ipynb