Model-metrics

Latest version: v0.0.3a0

Safety actively analyzes 722581 Python packages for vulnerabilities to keep your Python projects secure.

Scan your dependencies

0.0.3a

- 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

**Full Changelog**: https://github.com/lshpaner/model_metrics/compare/0.0.1a...0.0.2a

0.0.1a

- 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

Links

Releases

Has known vulnerabilities

© 2025 Safety CLI Cybersecurity Inc. All Rights Reserved.