* added LearningWithNoisyLabels.find_label_issues instance method
* LNL.find_label_issues no longer memoizes
* verbose unit test coverage
* Fixed all issues in PR. Fixed confident joint usage in LNL.find_label_issues. Fixed other minor bugs. Added tests
Co-authored-by: Curtis G. Northcutt <curtis.northcutt@gmail.com>
Co-authored-by: Anish Athalye <me@anishathalye.com>
Preserving the output cells in Jupyter notebooks that are checked in to
this repo bloat the repo size, and keeping the output is not necessary
because the notebooks are run as part of the CI for producing docs.
For example, in https://github.com/cleanlab/cleanlab/pull/165, the
`audio.ipynb` is 112K (and now part of the repo history forever), while
clearing the output cells reduces that size down to 24K. I suspect that
Git's delta compression will also work better without the output cells
there as we make changes to the notebook. Also, the diffs will be more
readable.
Curtis G. Northcutt