Index | index by Group | index by Distribution | index by Vendor | index by creation date | index by Name | Mirrors | Help | Search |
Name: python3-pingouin | Distribution: Fedora Project |
Version: 0.5.4 | Vendor: Fedora Project |
Release: 2.fc40 | Build date: Fri Apr 26 17:15:23 2024 |
Group: Unspecified | Build host: buildhw-x86-04.iad2.fedoraproject.org |
Size: 1827335 | Source RPM: python-pingouin-0.5.4-2.fc40.src.rpm |
Packager: Fedora Project | |
Url: https://pingouin-stats.org/ | |
Summary: Statistical package in Python based on Pandas |
Pingouin is an open-source statistical package written in Python 3 and based mostly on Pandas and NumPy. Some of its main features are listed below. For a full list of available functions, please refer to the API documentation. 1. ANOVAs: N-ways, repeated measures, mixed, ancova 2. Pairwise post-hocs tests (parametric and non-parametric) and pairwise correlations 3. Robust, partial, distance and repeated measures correlations 4. Linear/logistic regression and mediation analysis 5. Bayes Factors 6. Multivariate tests 7. Reliability and consistency 8. Effect sizes and power analysis 9. Parametric/bootstrapped confidence intervals around an effect size or a correlation coefficient 10. Circular statistics 11. Chi-squared tests 12. Plotting: Bland-Altman plot, Q-Q plot, paired plot, robust correlation… Pingouin is designed for users who want simple yet exhaustive statistical functions. For example, the ttest_ind function of SciPy returns only the T-value and the p-value. By contrast, the ttest function of Pingouin returns the T-value, the p-value, the degrees of freedom, the effect size (Cohen’s d), the 95% confidence intervals of the difference in means, the statistical power and the Bayes Factor (BF10) of the test.
GPL-3.0-only
* Fri Apr 26 2024 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.4-2 - Fix penalty for LogisticRegression (fix RHBZ#2276932) * Wed Jan 31 2024 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.4-1 - Update to 0.5.4 (close RHBZ#2258253) * Wed Jan 31 2024 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.3-12 - Work around or skip two new failing tests (close RHBZ#2261590) * Fri Jan 26 2024 Fedora Release Engineering <releng@fedoraproject.org> - 0.5.3-10 - Rebuilt for https://fedoraproject.org/wiki/Fedora_40_Mass_Rebuild * Mon Jan 22 2024 Fedora Release Engineering <releng@fedoraproject.org> - 0.5.3-9 - Rebuilt for https://fedoraproject.org/wiki/Fedora_40_Mass_Rebuild * Thu Jan 04 2024 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.3-8 - Assert that a license file is present in the .dist-info directory * Sat Jul 29 2023 Sandro <devel@penguinpee.nl> - 0.5.3-5 - Fix failing tests in Python3.12 (RHBZ#2220406) - Apply patch from upstream (RHBZ#2226012) - Run tests verbosely * Thu Jul 20 2023 Python Maint <python-maint@redhat.com> - 0.5.3-4 - Rebuilt for Python 3.12 * Sat Feb 25 2023 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.3-3 - Fix crash in test_power_chi2 * Fri Jan 20 2023 Fedora Release Engineering <releng@fedoraproject.org> - 0.5.3-2 - Rebuilt for https://fedoraproject.org/wiki/Fedora_38_Mass_Rebuild * Fri Dec 30 2022 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.3-1 - Update to 0.5.3 (close RHBZ#2156968) * Fri Dec 30 2022 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.2-11 - Remove unused patch files * Fri Dec 30 2022 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.2-10 - Update description from upstream * Fri Dec 30 2022 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.2-9 - Spec file whitespace formatting * Fri Dec 30 2022 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.2-8 - Convert License to SPDX * Fri Dec 30 2022 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.2-7 - Fix License; no MIT without HTML docs * Mon Dec 19 2022 Elliott Sales de Andrade <quantum.analyst@gmail.com> - 0.5.2-6 - Drop support for i686 * Tue Aug 30 2022 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.2-5 - Remove test skip for retired 32-bit arm arch. * Tue Aug 30 2022 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.2-4 - Remove workaround for pandas<1.3.4 * Tue Aug 30 2022 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.2-3 - Fix compatibility with scikit-learn 1.1.2 (fix RHBZ#2122144) * Mon Aug 15 2022 Ankur Sinha (Ankur Sinha Gmail) <sanjay.ankur@gmail.com> - 0.5.2-2 - chore: rebuild for pyc magic number change (fixes rhbz#2113644) * Mon Aug 01 2022 Ankur Sinha (Ankur Sinha Gmail) <sanjay.ankur@gmail.com> - 0.5.2-1 - feat: update to 0.5.2 (rhbz #2100936) * Fri Jul 22 2022 Fedora Release Engineering <releng@fedoraproject.org> - 0.5.1-3 - Rebuilt for https://fedoraproject.org/wiki/Fedora_37_Mass_Rebuild * Mon Jul 04 2022 Python Maint <python-maint@redhat.com> - 0.5.1-2 - Rebuilt for Python 3.11
/usr/lib/python3.12/site-packages/pingouin /usr/lib/python3.12/site-packages/pingouin-0.5.4.dist-info /usr/lib/python3.12/site-packages/pingouin-0.5.4.dist-info/INSTALLER /usr/lib/python3.12/site-packages/pingouin-0.5.4.dist-info/LICENSE /usr/lib/python3.12/site-packages/pingouin-0.5.4.dist-info/METADATA /usr/lib/python3.12/site-packages/pingouin-0.5.4.dist-info/WHEEL /usr/lib/python3.12/site-packages/pingouin-0.5.4.dist-info/top_level.txt /usr/lib/python3.12/site-packages/pingouin/__init__.py /usr/lib/python3.12/site-packages/pingouin/__pycache__ /usr/lib/python3.12/site-packages/pingouin/__pycache__/__init__.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/__init__.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/bayesian.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/bayesian.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/circular.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/circular.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/config.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/config.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/contingency.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/contingency.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/correlation.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/correlation.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/distribution.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/distribution.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/effsize.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/effsize.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/equivalence.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/equivalence.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/multicomp.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/multicomp.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/multivariate.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/multivariate.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/nonparametric.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/nonparametric.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/pairwise.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/pairwise.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/parametric.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/parametric.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/plotting.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/plotting.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/power.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/power.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/regression.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/regression.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/reliability.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/reliability.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/utils.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/__pycache__/utils.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/bayesian.py /usr/lib/python3.12/site-packages/pingouin/circular.py /usr/lib/python3.12/site-packages/pingouin/config.py /usr/lib/python3.12/site-packages/pingouin/contingency.py /usr/lib/python3.12/site-packages/pingouin/correlation.py /usr/lib/python3.12/site-packages/pingouin/datasets /usr/lib/python3.12/site-packages/pingouin/datasets/__init__.py /usr/lib/python3.12/site-packages/pingouin/datasets/__pycache__ /usr/lib/python3.12/site-packages/pingouin/datasets/__pycache__/__init__.cpython-312.opt-1.pyc /usr/lib/python3.12/site-packages/pingouin/datasets/__pycache__/__init__.cpython-312.pyc /usr/lib/python3.12/site-packages/pingouin/datasets/ancova.csv /usr/lib/python3.12/site-packages/pingouin/datasets/anova.csv /usr/lib/python3.12/site-packages/pingouin/datasets/anova2.csv /usr/lib/python3.12/site-packages/pingouin/datasets/anova2_unbalanced.csv /usr/lib/python3.12/site-packages/pingouin/datasets/anova3.csv /usr/lib/python3.12/site-packages/pingouin/datasets/anova3_unbalanced.csv /usr/lib/python3.12/site-packages/pingouin/datasets/blandaltman.csv /usr/lib/python3.12/site-packages/pingouin/datasets/chi2_independence.csv /usr/lib/python3.12/site-packages/pingouin/datasets/chi2_mcnemar.csv /usr/lib/python3.12/site-packages/pingouin/datasets/circular.csv /usr/lib/python3.12/site-packages/pingouin/datasets/cochran.csv /usr/lib/python3.12/site-packages/pingouin/datasets/cronbach_alpha.csv /usr/lib/python3.12/site-packages/pingouin/datasets/cronbach_wide_missing.csv /usr/lib/python3.12/site-packages/pingouin/datasets/datasets.csv /usr/lib/python3.12/site-packages/pingouin/datasets/icc.csv /usr/lib/python3.12/site-packages/pingouin/datasets/mediation.csv /usr/lib/python3.12/site-packages/pingouin/datasets/mixed_anova.csv /usr/lib/python3.12/site-packages/pingouin/datasets/mixed_anova_unbalanced.csv /usr/lib/python3.12/site-packages/pingouin/datasets/multivariate.csv /usr/lib/python3.12/site-packages/pingouin/datasets/pairwise_corr.csv /usr/lib/python3.12/site-packages/pingouin/datasets/pairwise_tests.csv /usr/lib/python3.12/site-packages/pingouin/datasets/pairwise_tests_missing.csv /usr/lib/python3.12/site-packages/pingouin/datasets/partial_corr.csv /usr/lib/python3.12/site-packages/pingouin/datasets/penguins.csv /usr/lib/python3.12/site-packages/pingouin/datasets/rm_anova.csv /usr/lib/python3.12/site-packages/pingouin/datasets/rm_anova2.csv /usr/lib/python3.12/site-packages/pingouin/datasets/rm_anova_wide.csv /usr/lib/python3.12/site-packages/pingouin/datasets/rm_corr.csv /usr/lib/python3.12/site-packages/pingouin/datasets/rm_missing.csv /usr/lib/python3.12/site-packages/pingouin/datasets/tips.csv /usr/lib/python3.12/site-packages/pingouin/distribution.py /usr/lib/python3.12/site-packages/pingouin/effsize.py /usr/lib/python3.12/site-packages/pingouin/equivalence.py /usr/lib/python3.12/site-packages/pingouin/multicomp.py /usr/lib/python3.12/site-packages/pingouin/multivariate.py /usr/lib/python3.12/site-packages/pingouin/nonparametric.py /usr/lib/python3.12/site-packages/pingouin/pairwise.py /usr/lib/python3.12/site-packages/pingouin/parametric.py /usr/lib/python3.12/site-packages/pingouin/plotting.py /usr/lib/python3.12/site-packages/pingouin/power.py /usr/lib/python3.12/site-packages/pingouin/regression.py /usr/lib/python3.12/site-packages/pingouin/reliability.py /usr/lib/python3.12/site-packages/pingouin/utils.py /usr/share/doc/python3-pingouin /usr/share/doc/python3-pingouin/CODE_OF_CONDUCT.md /usr/share/doc/python3-pingouin/README.rst
Generated by rpm2html 1.8.1
Fabrice Bellet, Thu Sep 12 02:41:47 2024