- Added `"plotly>=5.18.0, <=5.24.1"` in `pyproject.toml`, `setup.py`, `README_min.md` --> for `partial_dependence.py` functions - Versioned up to 0.0.3a
0.0.2a
What's Changed * Add `show_ks_curve` function and enhance `summarize_model_performance` by lshpaner in https://github.com/lshpaner/model_metrics/pull/1 * Add plot_threshold_metrics Function by lshpaner in https://github.com/lshpaner/model_metrics/pull/2 * Add pr_feature_plot and Update roc_feature_plot for Enhanced Visualization by lshpaner in https://github.com/lshpaner/model_metrics/pull/3 * Reg table enhance by lshpaner in https://github.com/lshpaner/model_metrics/pull/4 * Rmvd (%) from MAPE header by lshpaner in https://github.com/lshpaner/model_metrics/pull/5 * Moved roc legend to lower right default by lshpaner in https://github.com/lshpaner/model_metrics/pull/6 * Allow Flexible Inputs and Save Behavior for show_roc_curve() by lshpaner in https://github.com/lshpaner/model_metrics/pull/7 * Prcurve calc tests by lshpaner in https://github.com/lshpaner/model_metrics/pull/8 * Removed unused imports and functions by lshpaner in https://github.com/lshpaner/model_metrics/pull/9 * changed saving nomenclature in conf_mat by lshpaner in https://github.com/lshpaner/model_metrics/pull/10 * Fix Calibration Curve Grid Plot Behavior and Update Model Nomenclature by lshpaner in https://github.com/lshpaner/model_metrics/pull/11 * Improved support for multiple models and group categories in calibration curve by lshpaner in https://github.com/lshpaner/model_metrics/pull/13 * Upd. plot_threshold_metrics w/ new lookup_kwgs and legend logic by lshpaner in https://github.com/lshpaner/model_metrics/pull/14 * Rmv. unused arguments by lshpaner in https://github.com/lshpaner/model_metrics/pull/15 * Move PDF-related Functions from `eda_toolkit` to `model_metrics` by lshpaner in https://github.com/lshpaner/model_metrics/pull/16
- Updated unit tests and README - Added `statsmodels` to library imports - Added coefficients and p-values to regression summary - Added regression capabilities to `summarize_model_performance` - Added lift and gains charts - Updated versions for earlier Python compatibility
0.0.0a5
- Initial release via GitHub --> `0.0.0a` already released; this version is to sync w/ Zenodo