0.22.0 (2024-02-27)

⚠ BREAKING CHANGES

• rename cosine_similarity to paired_cosine_distances (#393)
• move model optional args to kwargs (#381)

Features

• Add DataFrames.corr() method (#379) (67fd434)
• Add ml.metrics.pairwise.manhattan_distance (#392) (9d31865)
• Enable regional endpoints for me-central2 (#386) (469674d)

Bug Fixes

• Avoid ibis warning for "database" table() method argument (#390) (a0490a4)
• Correct the numeric literal dtype (#365) (93b02cd)
• Rename cosine_similarity to paired_cosine_distances (#393) (81ece46)

Performance Improvements

• Inline read_pandas for small data (#383) (59b446b)

Dependencies

• Add minimum version constraint for sqlglot to 19.9.0 (#389) (8b62d77)

Documentation

• Add a code sample for creating a kmeans model (#267) (4291d65)
• Fix bigframes.pandas.concat documentation (#382) (234b61c)

Miscellaneous Chores

• Release 0.22.0 (#396) (8f73d9e)

Code Refactoring

• Move model optional args to kwargs (#381) (4037992)