Release: PyCaret 2.3.7 | Release Date: March 20th, 2022 (NEW FEATURES, BUG FIXES)
Summary of Changes
- Fugue integration - thanks to @goodwanghan (#2035)
- Added W&B experiment logger - thanks to @AyushExel (#2231)
- Fixed
check_fairness
exception when index is not and ordinal number - thanks to @reza1615 (#2055) - Unsupported characters in dataframes are now replaced - thanks to @reza1615 (#2058)
- Fixed drift report with categorical columns - thanks to @reza1615 (#2063)
- Added multivariable time series dataset from UCI - thanks to @reza1615 (#2094)
- Fixed a UTF error during installation - thanks to @reza1615 (#2113)
- MLFlow tracking API can now take in custom tags - thanks to @netoferraz (#1526)
- Updated
create_api
function (#2146) drift_report
can now work with unseen data - thanks to @reza1615 (#2183)- Added Japanese tutorial - thanks to @hanaseleb (#2215)
- Added Traffic and Drugs Related Violations dataset and example - thanks to @HaithemH (#2191)
- Train score can now be returned from various supervised learning functions (
return_train_score=True
). Passing an unseen dataset with the label column topredict_model
will now calculate the metrics for that dataset - thanks to @levelalphaone (#2237) - Fixed spelling mistakes in function docstrings - thanks to @aadarshsingh191198 (#2269)
- Pinned
numba<0.55
(#2056)