Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

[1.5.0] - 2020-11-18

Improve SHAP RFECV API and documentation

[1.4.4] - 2020-11-11

Fix issue with the distribution uploaded to pypi

[1.4.0] - 2020-11-10 (Broken)

Add SHAP RFECV for features elimination

[1.3.0] - 2020-11-05 (Broken)

Add SHAP Model Inspector with docs and tests

[1.2.0] - 2020-09-30

Add resemblance model, with SHAP based importance
Improve the docs for resemblance model
Refactor stats tests, improve docs and expose functionality to users

[1.1.1] - 2020-09-08

Improve Tree Bucketer, enable user to pass own tree object

[1.1.0] - 2020-08-24

Improve docs for stats_tests
Refactor stats_tests

[1.0.1] - 2020-08-07

TreeBucketer, which bins the data based on the target distribution, using Decision Trees fitted on a single feature
PSI calculation includes the p-values calculation

[1.0.0] - 2020-02-24

metric_volatility and sample_similarity rebuilt
New documentation
Faster tests
Improved and simplified API
Scorer class added to the package
Removed data from repository
Hiding unfinished functionality from the user

[0.1.3] - 2020-02-24

Added

VolalityEstimation now has random_seed argument

Changed

Improved unit testing
Improved documentation README and CONTRIBUTING

Fixed

Added dependency on scipy 1.4+

[0.1.2] - 2019-10-29

Added

Readthedocs documentation website

[0.1.1] - 2019-10-09

Added

Added CHANGELOG.md

Changed

Renamed to probatus
Improved testing by adding pyflakes to CI
probatus.metric_uncertainty.VolatilityEstimation is now deterministic, added random_state parameter

0.1.0 - 2019-09-21

Initial release, commit ecbd0d08a6eea370afda4a4790edeb4ee382995c