AutoPrognosis 0.1.21 Release Notes

Changelog:

• update depends

AutoPrognosis 0.1.20 Release Notes

Changelog:

• demonstrator fixes
• hyperimpute bugfixing

AutoPrognosis 0.1.18 Release Notes

Changelog:

• Serialization stability fixes
• Demontrators bugfixing and improvements
• HyperImpute 0.1.15

AutoPrognosis 0.1.17 Release Notes

Changelog:

• Cleanup wwarnings
• Studies stability & improvements

AutoPrognosis 0.1.16 Release Notes

Changelog:

• Improve docs
• Add multiple metrics for the classifier evaluation

[
     "aucroc",
     "aucprc",
     "accuracy",
     "f1_score_micro",
     "f1_score_macro",
     "f1_score_weighted",
     "kappa",
     "precision_micro",
     "precision_macro",
     "precision_weighted",
     "recall_micro",
     "recall_macro",
     "recall_weighted",
     "mcc",
 ]

• Add "mse" and "mae" metrics for regression.

AutoPrognosis 0.1.15 Release Notes

Changelog:

• Optuna 3.1 support: use JournalRedisStorage

AutoPrognosis 0.1.14 Release Notes

Hotfix:

• Optimizer random seed issue

AutoPrognosis 0.1.13 Release Notes

Hotfix:

• preprocessing random state issue

AutoPrognosis 0.1.12 Release Notes

Changelog:

• studies bugfixing
• docs improvements

AutoPrognosis 0.1.11 Release Notes

Changelog:

• Add readthedocs link https://autoprognosis.readthedocs.io/en/latest/
• Improve docstrings