pypi pycaret 2.3.7
PyCaret 2.3.7

latest releases: 3.0.0, 3.0.0rc9, 3.0.0rc8...
2 years ago

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 to predict_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)

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