automatic import of python-probatus

3 files changed, 248 insertions, 0 deletions

diff --git a/.gitignore b/.gitignore
index e69de29..e8c129b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -0,0 +1 @@
+/probatus-1.8.9.tar.gz
diff --git a/python-probatus.spec b/python-probatus.spec
new file mode 100644
index 0000000..2b8f728
--- /dev/null
+++ b/python-probatus.spec
@@ -0,0 +1,246 @@
+%global _empty_manifest_terminate_build 0
+Name:		python-probatus
+Version:	1.8.9
+Release:	1
+Summary:	Validation of binary classifiers and data used to develop them
+License:	MIT License
+URL:		https://github.com/ing-bank/probatus
+Source0:	https://mirrors.nju.edu.cn/pypi/web/packages/c1/0d/22eac1702e874f67bd2e3001be4c01004f2f45ac7960699a30e7300571c1/probatus-1.8.9.tar.gz
+BuildArch:	noarch
+
+Requires:	python3-scikit-learn
+Requires:	python3-pandas
+Requires:	python3-matplotlib
+Requires:	python3-scipy
+Requires:	python3-joblib
+Requires:	python3-tqdm
+Requires:	python3-shap
+Requires:	python3-numpy
+Requires:	python3-scikit-learn
+Requires:	python3-pandas
+Requires:	python3-matplotlib
+Requires:	python3-scipy
+Requires:	python3-joblib
+Requires:	python3-tqdm
+Requires:	python3-shap
+Requires:	python3-numpy
+Requires:	python3-lightgbm
+Requires:	python3-catboost
+Requires:	python3-xgboost
+Requires:	python3-flake8
+Requires:	python3-black
+Requires:	python3-pre-commit
+Requires:	python3-mypy
+Requires:	python3-flake8-docstrings
+Requires:	python3-pytest
+Requires:	python3-pytest-cov
+Requires:	python3-pyflakes
+Requires:	python3-seaborn
+Requires:	python3-jupyter
+Requires:	python3-tabulate
+Requires:	python3-nbconvert
+Requires:	python3-pre-commit
+Requires:	python3-mkdocs-material
+Requires:	python3-mkdocs-git-revision-date-localized-plugin
+Requires:	python3-mkdocs-git-authors-plugin
+Requires:	python3-mkdocs-table-reader-plugin
+Requires:	python3-mkdocs-enumerate-headings-plugin
+Requires:	python3-mkdocs-awesome-pages-plugin
+Requires:	python3-mkdocs-minify-plugin
+Requires:	python3-mknotebooks
+Requires:	python3-mkdocstrings
+Requires:	python3-mkdocs-print-site-plugin
+Requires:	python3-mkdocs-markdownextradata-plugin
+Requires:	python3-scikit-learn
+Requires:	python3-pandas
+Requires:	python3-matplotlib
+Requires:	python3-scipy
+Requires:	python3-joblib
+Requires:	python3-tqdm
+Requires:	python3-shap
+Requires:	python3-numpy
+Requires:	python3-lightgbm
+Requires:	python3-catboost
+Requires:	python3-xgboost
+
+%description
+<img src="https://github.com/ing-bank/probatus/raw/main/docs/img/logo_large.png" width="120" align="right">
+
+[![pytest](https://github.com/ing-bank/probatus/workflows/Development/badge.svg)](https://github.com/ing-bank/probatus/actions?query=workflow%3A%22Development%22)
+[![PyPi Version](https://img.shields.io/pypi/pyversions/probatus)](#)
+[![PyPI](https://img.shields.io/pypi/v/probatus)](#)
+[![PyPI - Downloads](https://img.shields.io/pypi/dm/probatus)](#)
+![GitHub contributors](https://img.shields.io/github/contributors/ing-bank/probatus)
+
+# probatus
+
+## Overview
+
+**Probatus** is a python package that helps validate binary classification models and the data used to develop them. Main features:
+
+- [probatus.interpret](https://ing-bank.github.io/probatus/api/model_interpret.html) provides shap-based model interpretation tools 
+- [probatus.metric_volatility](https://ing-bank.github.io/probatus/api/metric_volatility.html) provides tools using bootstrapping and/or different random seeds to assess metric volatility/stability.
+- [probatus.sample_similarity](https://ing-bank.github.io/probatus/api/sample_similarity.html) to compare two datasets using resemblance modelling, f.e. `train` with out-of-time `test`.
+- [probatus.feature_elimination.ShapRFECV](https://ing-bank.github.io/probatus/api/feature_elimination.html) provides cross-validated Recursive Feature Elimination using shap feature importance.
+- [probatus.missing_values](https://ing-bank.github.io/probatus/api/imputation_selector.html) compares performance gains of different missing values imputation strategies for a given model.
+
+## Installation
+
+```bash
+pip install probatus
+```
+
+## Documentation
+
+Documentation at [ing-bank.github.io/probatus/](https://ing-bank.github.io/probatus/).
+
+You can also check out blog posts about Probatus: 
+
+-  [Open-sourcing ShapRFECV — Improved feature selection powered by SHAP.](https://medium.com/ing-blog/open-sourcing-shaprfecv-improved-feature-selection-powered-by-shap-994fe7861560)
+-  [Model Explainability — How to choose the right tool?](https://medium.com/ing-blog/model-explainability-how-to-choose-the-right-tool-6c5eabd1a46a)
+
+## Contributing
+
+To learn more about making a contribution to probatus, please see [`CONTRIBUTING.md`](CONTRIBUTING.md).
+
+
+
+
+%package -n python3-probatus
+Summary:	Validation of binary classifiers and data used to develop them
+Provides:	python-probatus
+BuildRequires:	python3-devel
+BuildRequires:	python3-setuptools
+BuildRequires:	python3-pip
+%description -n python3-probatus
+<img src="https://github.com/ing-bank/probatus/raw/main/docs/img/logo_large.png" width="120" align="right">
+
+[![pytest](https://github.com/ing-bank/probatus/workflows/Development/badge.svg)](https://github.com/ing-bank/probatus/actions?query=workflow%3A%22Development%22)
+[![PyPi Version](https://img.shields.io/pypi/pyversions/probatus)](#)
+[![PyPI](https://img.shields.io/pypi/v/probatus)](#)
+[![PyPI - Downloads](https://img.shields.io/pypi/dm/probatus)](#)
+![GitHub contributors](https://img.shields.io/github/contributors/ing-bank/probatus)
+
+# probatus
+
+## Overview
+
+**Probatus** is a python package that helps validate binary classification models and the data used to develop them. Main features:
+
+- [probatus.interpret](https://ing-bank.github.io/probatus/api/model_interpret.html) provides shap-based model interpretation tools 
+- [probatus.metric_volatility](https://ing-bank.github.io/probatus/api/metric_volatility.html) provides tools using bootstrapping and/or different random seeds to assess metric volatility/stability.
+- [probatus.sample_similarity](https://ing-bank.github.io/probatus/api/sample_similarity.html) to compare two datasets using resemblance modelling, f.e. `train` with out-of-time `test`.
+- [probatus.feature_elimination.ShapRFECV](https://ing-bank.github.io/probatus/api/feature_elimination.html) provides cross-validated Recursive Feature Elimination using shap feature importance.
+- [probatus.missing_values](https://ing-bank.github.io/probatus/api/imputation_selector.html) compares performance gains of different missing values imputation strategies for a given model.
+
+## Installation
+
+```bash
+pip install probatus
+```
+
+## Documentation
+
+Documentation at [ing-bank.github.io/probatus/](https://ing-bank.github.io/probatus/).
+
+You can also check out blog posts about Probatus: 
+
+-  [Open-sourcing ShapRFECV — Improved feature selection powered by SHAP.](https://medium.com/ing-blog/open-sourcing-shaprfecv-improved-feature-selection-powered-by-shap-994fe7861560)
+-  [Model Explainability — How to choose the right tool?](https://medium.com/ing-blog/model-explainability-how-to-choose-the-right-tool-6c5eabd1a46a)
+
+## Contributing
+
+To learn more about making a contribution to probatus, please see [`CONTRIBUTING.md`](CONTRIBUTING.md).
+
+
+
+
+%package help
+Summary:	Development documents and examples for probatus
+Provides:	python3-probatus-doc
+%description help
+<img src="https://github.com/ing-bank/probatus/raw/main/docs/img/logo_large.png" width="120" align="right">
+
+[![pytest](https://github.com/ing-bank/probatus/workflows/Development/badge.svg)](https://github.com/ing-bank/probatus/actions?query=workflow%3A%22Development%22)
+[![PyPi Version](https://img.shields.io/pypi/pyversions/probatus)](#)
+[![PyPI](https://img.shields.io/pypi/v/probatus)](#)
+[![PyPI - Downloads](https://img.shields.io/pypi/dm/probatus)](#)
+![GitHub contributors](https://img.shields.io/github/contributors/ing-bank/probatus)
+
+# probatus
+
+## Overview
+
+**Probatus** is a python package that helps validate binary classification models and the data used to develop them. Main features:
+
+- [probatus.interpret](https://ing-bank.github.io/probatus/api/model_interpret.html) provides shap-based model interpretation tools 
+- [probatus.metric_volatility](https://ing-bank.github.io/probatus/api/metric_volatility.html) provides tools using bootstrapping and/or different random seeds to assess metric volatility/stability.
+- [probatus.sample_similarity](https://ing-bank.github.io/probatus/api/sample_similarity.html) to compare two datasets using resemblance modelling, f.e. `train` with out-of-time `test`.
+- [probatus.feature_elimination.ShapRFECV](https://ing-bank.github.io/probatus/api/feature_elimination.html) provides cross-validated Recursive Feature Elimination using shap feature importance.
+- [probatus.missing_values](https://ing-bank.github.io/probatus/api/imputation_selector.html) compares performance gains of different missing values imputation strategies for a given model.
+
+## Installation
+
+```bash
+pip install probatus
+```
+
+## Documentation
+
+Documentation at [ing-bank.github.io/probatus/](https://ing-bank.github.io/probatus/).
+
+You can also check out blog posts about Probatus: 
+
+-  [Open-sourcing ShapRFECV — Improved feature selection powered by SHAP.](https://medium.com/ing-blog/open-sourcing-shaprfecv-improved-feature-selection-powered-by-shap-994fe7861560)
+-  [Model Explainability — How to choose the right tool?](https://medium.com/ing-blog/model-explainability-how-to-choose-the-right-tool-6c5eabd1a46a)
+
+## Contributing
+
+To learn more about making a contribution to probatus, please see [`CONTRIBUTING.md`](CONTRIBUTING.md).
+
+
+
+
+%prep
+%autosetup -n probatus-1.8.9
+
+%build
+%py3_build
+
+%install
+%py3_install
+install -d -m755 %{buildroot}/%{_pkgdocdir}
+if [ -d doc ]; then cp -arf doc %{buildroot}/%{_pkgdocdir}; fi
+if [ -d docs ]; then cp -arf docs %{buildroot}/%{_pkgdocdir}; fi
+if [ -d example ]; then cp -arf example %{buildroot}/%{_pkgdocdir}; fi
+if [ -d examples ]; then cp -arf examples %{buildroot}/%{_pkgdocdir}; fi
+pushd %{buildroot}
+if [ -d usr/lib ]; then
+	find usr/lib -type f -printf "/%h/%f\n" >> filelist.lst
+fi
+if [ -d usr/lib64 ]; then
+	find usr/lib64 -type f -printf "/%h/%f\n" >> filelist.lst
+fi
+if [ -d usr/bin ]; then
+	find usr/bin -type f -printf "/%h/%f\n" >> filelist.lst
+fi
+if [ -d usr/sbin ]; then
+	find usr/sbin -type f -printf "/%h/%f\n" >> filelist.lst
+fi
+touch doclist.lst
+if [ -d usr/share/man ]; then
+	find usr/share/man -type f -printf "/%h/%f.gz\n" >> doclist.lst
+fi
+popd
+mv %{buildroot}/filelist.lst .
+mv %{buildroot}/doclist.lst .
+
+%files -n python3-probatus -f filelist.lst
+%dir %{python3_sitelib}/*
+
+%files help -f doclist.lst
+%{_docdir}/*
+
+%changelog
+* Mon May 29 2023 Python_Bot <Python_Bot@openeuler.org> - 1.8.9-1
+- Package Spec generated
diff --git a/sources b/sources
new file mode 100644
index 0000000..9b6be7f
--- /dev/null
+++ b/sources
@@ -0,0 +1 @@
+fe2f1aefab0bc03788c17d3cef589999  probatus-1.8.9.tar.gz