Sweetviz Versions Save

Fixed & enhanced notebook file output

Verbosity added, many long-standing fixes

• Added: Parameter for verbosity (full, progress_only, off)
• Fixed: Histogram inaccuracies due to incorrect binning (thanks @troy46), fixes #116, #127
• Fixed: Incorrect detection of categorical series in some cases
• Fixed: Deprecation warnings for is_categorical_dtype (thanks @GegznaV), fixes #162

Significant compatibility update:

• Fixed incompatibilities with Pandas 2.0+ and numpy 1.24+
• Fixed multiple deprecation warnings
• Now requires Python 3.7+
• Updated to use the latest publishing pipeline

This version fixes deprecation warnings with the latest packages.

Fixed an issue with comet.ml in some cases

Contains Comet.ml integration, as well as a few fixes.

Added display of the number of "zeroes" in the summary of numerical features.

New release, featuring Jupyter/Colab/etc. notebook integration, as well as lots of quality-of-life improvments & fixes.

This is the first post-beta version of Sweetviz! Lots of stability fixes and a few additions. See changelog for full details.

Thank you to everyone who has contributed fixes and bug reports. This has been invaluable in improving the library, please keep them coming!