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@gsheni gsheni released this 09 Oct 19:15
· 763 commits to main since this release
v0.0.3
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v0.0.3 October 9, 2020

  • Enhancements
    • Implement setitem on DataTable to create/overwrite an existing DataColumn (#165)
    • Add to_pandas method to DataColumn to access the underlying series (#169)
    • Add list_logical_types function and CLI to get dataframe of woodwork LogicalTypes (#172)
    • Add describe method to DataTable to generate statistics for the underlying data (#181)
    • Add optional return_dataframe parameter to load_retail to return either DataFrame or DataTable (#189)
    • Add get_mutual_information method to DataTable to generate mutual information between columns (#203)
    • Add read_csv function to create DataTable directly from CSV file (#222)
  • Fixes
    • Fix bug causing incorrect values for quartiles in DataTable.describe method (#187)
    • Fix bug in DataTable.describe that could cause an error if certain semantic tags were applied improperly (#190)
    • Fix bug with instantiated LogicalTypes breaking when used with issubclass (#231)
  • Changes
    • Remove unnecessary add_standard_tags attribute from DataTable (#171)
    • Remove standard tags from index column and do not return stats for index column from DataTable.describe (#196)
    • Update DataColumn.set_semantic_tags and DataColumn.add_semantic_tags to return new objects (#205)
    • Update various DataTable methods to return new objects rather than modifying in place (#210)
    • Move datetime_format to Datetime LogicalType (#216)
    • Do not calculate mutual info with index column in DataTable.get_mutual_information (#221)
    • Move setting of underlying physical types from DataTable to DataColumn (#233)
  • Documentation Changes
    • Remove unused code from sphinx conf.py, update with Github URL(#160, :pr:163)
    • Update README and docs with new Woodwork logo, with better code snippets (#161, :pr:159)
    • Add DataTable and DataColumn to API Reference (#162)
    • Add docstrings to LogicalType classes (#168)
    • Add Woodwork image to index, clear outputs of Jupyter notebook in docs (#173)
    • Update contributing.md, release.md with all instructions (#176)
    • Add section for setting index and time index to start notebook (#179)
    • Rename changelog to Release Notes (#193)
    • Add section for standard tags to start notebook (#188)
    • Add Understanding Types and Tags user guide (#201)
    • Add missing docstring to list_logical_types (#202)
    • Add Woodwork Global Configuration Options guide (#215)
  • Testing Changes
    • Add tests that confirm dtypes are as expected after DataTable init (#152)
    • Remove unused none_df test fixture (#224)
    • Add test for LogicalType.__str__ method (#225)

Thanks to the following people for contributing to this release:
@gsheni, @tamargrey, @thehomebrewnerd

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