Jonas Mueller

To apply tabular_prediction in settings where dataset does not fit into memory, each model should have specialized functionality to train without having to read in full dataset. In preprocessing of...

Reminder: upgrade dependency versions in audio tutorial once their bugs are fixed.

6

Current versions are there to: - Avoid this bug in the tensorflow-io library: https://github.com/tensorflow/io/issues/1687 - Avoid this bug in speechbrain library: https://github.com/speechbrain/speechbrain/issues/1459 Remaining TODOs (need to wait until next version...

Set num classes based on num columns of pred_probs

4

Instead of setting the number of classes based on `len(unique(labels))`. This addresses issue: https://github.com/cleanlab/cleanlab/issues/85 Thanks @[vtsouval](https://github.com/vtsouval) for pointing out where some of the fixes had to be made and providing...

Currently `find_label_issues` docstring contains the following: Tip: If you encounter the error 'pred_probs is not defined', try setting `n_jobs = 1`. https://github.com/cleanlab/cleanlab/blob/e1d9ae4fcf95e802f4a8e112845929ee785705eb/cleanlab/filter.py#L257 Try to resolve this or provide clearer error...

Fix return type in token classification get_label_quality_scores

1

closes #474

Increment package version to v2.1.1

1

Increment beyond latest released version so folks can more easily know when they are using developer version vs latest official release.

misc language improvements

1

Also ensures audio tutorial always runs without manual user install (eg. on colab)

CI: code style checks

3

Beyond just enforcing `black` code style, we also want to run some extra CI checks to flag bad practices like: - `import *` - imports that are unused in the...

CI: Test optional dependencies are actually optional

1

Run a version of the unit tests without all optional dependencies / lazy imports installed, in order to ensure these truly are not required to `import cleanlab`.

Specifically in the index.html, search.html files, I manually added v2.0.0 version link in sidebars when we released v2.1.0. But this should be there automatically in future releases. - [ ]...