v0.4.9 - 2024-4-22

Release v0.4.9

Adding full user guide, and small fixes to from_sklearn functionality and sample applications.

New Features

• OneHotEncoder can now automatically select all categorical columns by setting the column parameter to all_categorical (#540)
• The example_table visualize function can now be tuned to only show features where the sample entities have different values (#544)

Bug fixes

• Fixed bugs with migration from sklearn, including the ability to refit the model in case feature orders change (#545) (#546)
• Silenced LightGBM warnings in some tutorials (#549)

Other changes

• Adding LLM explanation docs (#536)
• Adding user guide tutorial and small Ames Housing dataset (#537)
• Cleaned up various tutorials and README (#538) (#539)
• Added sample houses to the ames housing sample application (#541)