* generalize text tutorial to multiclass datasets
* fixed typo
* fixed misspelling
* separate cell for num_classes
less likely to be missed if users skip the previous cell to load their own datasets
* removing pycharm metadata
* print classes
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
nit: The ` and ' around "clean lab" don't match. Even after fixing that, it looked unappealing, so removing it altogether.
Proofreading: fixed some typos, misspellings + improved grammar
The anchor already says "Run in Google Colab", so if the logo fails to
load, it will say "Google Colab Logo Run in Google Colab"; it's better
to have the alt text just be empty.
* dataset health tutorial pulldown format
* tutorial ordering in sidebar
* pulldown format, bullet format
* reformat pulldown indepth tutorial
* shorten data fetching header
* adjust spacing
* df return type, need tests still
* Add pandas as a dependency
We already decided that pandas will be a dependency of cleanlab (also
used in the dataset module, see
https://github.com/cleanlab/cleanlab/pull/182).
* Tweak documentation
* addressed comments
* remove lazy import
* address 2nd round comments
* unit tests
* improve codecov
* Fix typo
* methods to save more space
* nocover statements for prints
* extra nocover
* nocover warnings
* test docstring formatting
* test docstring formatting2
* test docstring formatting2
* move compress to helper, find-label docs params
* readded stuff lost in merge conflict
* addressed remaining PR review comments
* docs formatting
* docs formatting2
* docs formatting3
* docs formatting4
* docs formatting5
* docs formatting5
* docs formatting6
* docs formatting7
* docs formatting8
* docs formatting9
* docs formatting19
* docs formatting20
* docs formatting20
* docs formatting21
* code formatting
* fix a bug where confident joint isnt computed
The confident joint wasn't getting computed if noise_matrix was passed in and pred_probs was not passed in. But that's bad because it stops workflows like:
```python
cl = CleanLearning()
cl.fit(data, labels, noise_matrix=noise_matrix)
cleanlab.dataset.health_summary(labels, confident_joint=cl.confident_joint)
```
* fixed bug from last commit. code in wrong place.
* print overwrite bugfix
Co-authored-by: Anish Athalye <me@anishathalye.com>
Co-authored-by: Curtis G. Northcutt <curtis.northcutt@gmail.com>
* initial readme updates
* code example
* example errors image
* example errors image formatting
* example errors image formatting 2
* restof pulldowns
* rest of pulldowns formatting
* deleted extra details - pulldowns formatting
* pulldowns spacing
* pulldowns spacing
* news bullets
* release note link update
* Fix logo URL
* Fix whitespace errors
* Replace `cleanlab` -> cleanlab
This follows what we do in our documentation (see style guide in
DEVELOPMENT.md).
* Make various fixes and changes
* Hide bibtex behind summary/details
* updated example code for @cgnorthcutt feedback
Updated example code bringing back comments from the old readme, and updated the code snippet to use new CleanLearning API which is far more streamlined.
* example code formatting
* skeleton of migration guide added
* add changelog link
* Make banner logo transparent amazing in dark mode
* add link to docs migration guide
link needs to be verified, total guess
* link formatting fix in img caption
* add dataset module summary
* Major revision of entire README.
Co-authored-by: Anish Athalye <me@anishathalye.com>
Co-authored-by: Curtis G. Northcutt <curtis.northcutt@gmail.com>
Jonas Mueller