Skip to content

Commit

Permalink
0.6.0
Browse files Browse the repository at this point in the history
  • Loading branch information
henrikbostrom authored Jun 28, 2023
1 parent 2bc06c2 commit 040af7a
Show file tree
Hide file tree
Showing 3 changed files with 268 additions and 38 deletions.
14 changes: 14 additions & 0 deletions CHANGELOG.md
Original file line number Diff line number Diff line change
@@ -1,5 +1,19 @@
# Changelog

## v0.6.0 (28/06/2023)

### Features

- The classes `ConformalClassifier` and `WrapClassifier` have been added to `crepes`, allowing for generation of standard and Mondrian conformal classifiers, which produce p-values and prediction sets. The `calibrate` method of `WrapClassifier` allows for easily generating class-conditional conformal classifiers and using out-of-bag calibration. See [the documentation](https://crepes.readthedocs.io/en/latest/crepes.html) for the interface to objects of the class through the `calibrate`, `predict_p` and `predict_set` methods, in addition to the `fit`, `predict` and `predict_proba` methods of the wrapped learner. The method `evaluate` allows for evaluating the predictive performance using a set of standard metrics.

- The function `hinge` for computing non-conformity scores for conformal classifiers has been added to `crepes.extras`.

### Fixes

- The class `Wrap` has changed name to `WrapRegressor` and the arguments to the `calibrate` method of this class have been changed to be in line with the `calibrate` method of `WrapClassifier`.

- The Jupyter notebooks `crepes_nb_wrap.ipynb` and `crepes_nb.ipynb` have been updated and extended

## v0.5.1 (22/06/2023)

### Fix
Expand Down
Loading

0 comments on commit 040af7a

Please sign in to comment.