v0.4.0

build: install poetry then build

v0.3.6

Documentation

• Improve docstring docs #13 (fec818b)
• Improve docstring docs #13 (9fc34fd)
• Update README with graphical examples #10 (0cabbb0)

v0.3.5

Documentation

• Update README with graphical examples #10 (26102c4)

v0.3.4

Documentation

• Update example notebook + self-contained python script #3 (47d4cbc)
• Update example notebook with average ROC curves plot of multiple binary classifiers (ef14075)

v0.3.3

Fix

• Numpy float deprecated alias #4 (3e71866)

v0.3.2

v0.3.2

v0.3.1

v0.3.1

v0.3.0

Features

• Added the possibility to make statistical comparison between areas under curve of different models in the ROC plot.
• Updated the pytest's cv_results fixture to cross-validate multiple models.

v0.2.0

v0.2.0 (17/07/2023)

Feature

• Introduced the curves module for producing average receiver-operating characteristic curved after cross-validation.
• Added a custom dataclass type for the output of a cross-validation procedure: CVModellingOutput.

Tests

• Added a fixture to simulate the output of a cross-validation procedure and added tests for the average receiver-operating characteristic curves.

Version 0.1.0

This is the first release of the modelsight package, featuring the Hosmer-Lemeshow plot to assess calibration of predicted probabilities.