idanmoradarthas / DataScienceUtils

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• master
• 1.8.0
• 1.8.1
• 1.9.0
• 63-replace-box-plot-with-violin-plot-for-numeric-vs-categorical-interaction-in-plot_features_interaction
• 64-add-mutual-information-scoring-utility-to-preprocessing-module
• 70-feature-request-replace-datetime-line-plot-with-2d-heatmap-in-visualize_feature
• 77-add-count-labels-to-bar-plots-in-visualize_feature-method
• Update-requirements
• add-stats-per-label
• categorical-graphs-to-heatmaps
• feature/add_plotly_graphs
• feature/automate_platform_anaconda
• feature/checking-if-kaleido-was-fixed
• feature/convert_tests_to_pytest_mpl
• feature/fix_warning_message
• feature/fixing_README
• feature/fixing_warning_in_code
• feature/plot_feature_importance_improvments
• feature/reconnecting_coveralls
• feature/revise_readme_file
• feature/update_version_1.8.0
• fix-stats
• fixing-tests
• handle-nulls-in-categorical-graphs
• interate-ruff-idan
• jules/improve-docs
• migrate_to_hatch
• remove-corr-calc
• update-sphinx-docs-for-visualize-feature
• update-version
• updating-kaliedo

Build # 20097572999

Build Type

push

github

Committed by web-flow

Commit Message

Categorical graphs to heatmaps (#82)

* Update dependencies

- Upgrade matplotlib from version 3.8.4 to 3.10.6 in pyproject.toml.
- Bump pytest from version 9.0.1 to 9.0.2 in pyproject.toml.
- Update ruff from version 0.14.5 to 0.14.8 in pyproject.toml.
- Upgrade anaconda-client from version 1.13.1 to 1.14.1 in requirements-conda.txt.

* Refactor plotting functions in preprocess.py for improved clarity and functionality

- Updated plotting functions to ensure consistent handling of axes across various feature types.
- Enhanced categorical and datetime feature visualizations by returning the axes object from plotting functions.
- Adjusted test configurations for better visualization of categorical plots, including resizing for specific cases.
- Updated baseline images to reflect changes in plot outputs.

* Seperated the both bool test of plot_features_interaction to a new test

* Add show_ratios parameter to plot_features_interaction for enhanced categorical visualizations

- Introduced a new boolean parameter `show_ratios` to the `plot_features_interaction` function, allowing users to display proportions instead of absolute counts in categorical vs categorical plots.
- Updated the `_plot_categorical_vs_categorical` function to handle the new parameter, adjusting the heatmap display accordingly.
- Enhanced documentation to clarify the functionality and usage of the `show_ratios` parameter.

* Add tests for plotting feature interactions with ratios

- Introduced new tests for the `plot_features_interaction` function to validate interactions between categorical features with the `show_ratios` parameter.
- Updated existing tests to ensure consistency in boolean feature interactions.
- Enhanced the test suite for better coverage of categorical feature visualizations.

* minor fix

Run Details

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641 of 641 relevant lines covered (100.0%)

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