├── .dockerignore ├── .gitignore ├── .travis.yml ├── AUTHORS ├── LICENSE ├── MANIFEST.in ├── Makefile ├── README.md ├── ci ├── Dockerfile.rep ├── README.MD ├── environment-rep-template.yaml ├── environment-rep2.yaml ├── environment-rep3.yaml ├── environments_generate.py ├── install_rep_environment.sh └── start_jupyter.sh ├── circle.yml ├── docs ├── Makefile ├── conf.py ├── data.rst ├── estimators.rst ├── images │ └── kitematic.gif ├── index.rst ├── metaml.rst ├── metrics.rst ├── parallel.rst ├── plotting.rst ├── report.rst ├── reproducibility.rst └── utils.rst ├── howto ├── 00-abc-ipython.ipynb ├── 00-intro-ROOT.ipynb ├── 00-intro_ipython.ipynb ├── 01-howto-Classifiers.ipynb ├── 02-howto-Factory.ipynb ├── 03-howto-gridsearch.ipynb ├── 04-howto-folding.ipynb ├── 05-howto-plot.ipynb ├── 06-howto-neural-nets.ipynb ├── 07-howto-MatrixNet.ipynb ├── Dockerfile └── toy_datasets │ └── README.md ├── rep ├── __init__.py ├── data │ ├── __init__.py │ └── storage.py ├── estimators │ ├── __init__.py │ ├── _matrixnetapplier.py │ ├── _mnkit.py │ ├── _tmvaFactory.py │ ├── _tmvaReader.py │ ├── interface.py │ ├── matrixnet.py │ ├── neurolab.py │ ├── pybrain.py │ ├── sklearn.py │ ├── theanets.py │ ├── tmva.py │ ├── utils.py │ └── xgboost.py ├── metaml │ ├── __init__.py │ ├── _cache.py │ ├── cache.py │ ├── factory.py │ ├── folding.py │ ├── gridsearch.py │ ├── stacking.py │ └── utils.py ├── plotting.py ├── report │ ├── __init__.py │ ├── _base.py │ ├── classification.py │ ├── metrics.py │ └── regression.py ├── test │ ├── __init__.py │ ├── test_estimators.py │ └── test_notebooks.py └── utils.py ├── requirements.txt ├── setup.py └── tests ├── __init__.py ├── help_files ├── data.csv ├── predictions.csv ├── test_formula_mx ├── wrong_config_token.json └── wrong_config_url.json ├── m_test_matrixnet.py ├── m_test_matrixnet_api.py ├── m_test_matrixnet_applier.py ├── test_factory_clf.py ├── test_factory_reg.py ├── test_folding.py ├── test_grid.py ├── test_grid_optimization.py ├── test_meta_caching.py ├── test_metrics.py ├── test_neurolab.py ├── test_pybrain.py ├── test_reports.py ├── test_sklearn.py ├── test_stacking.py ├── test_theanets.py ├── test_tmva.py ├── test_util.py ├── test_xgboost.py └── z_test_notebook.py /.dockerignore: -------------------------------------------------------------------------------- 1 | .git 2 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yandex/rep/HEAD/.gitignore -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yandex/rep/HEAD/.travis.yml -------------------------------------------------------------------------------- /AUTHORS: -------------------------------------------------------------------------------- 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