Version 0.8.0
·
615 commits
to master
since this release
- Add Adaptative Conformal Inference (ACI) method for MapieTimeSeriesRegressor.
- Add Coverage Width-based Criterion (CWC) metric.
- Allow to use more split methods for MapieRegressor (ShuffleSplit, PredefinedSplit).
- Allow infinite prediction intervals to be produced in regressor classes.
- Integrate ConformityScore into MapieTimeSeriesRegressor.
- Add (extend) the optimal estimation strategy for the bounds of the prediction intervals for regression via ConformityScore.
- Add new checks for metrics calculations.
- Fix reference for residual normalised score in documentation.