v0.4.0

Breaking Changes

For almost all old functions that were invoked like

pl.col("a").name_space.method_call(, ...)

You can now call them via

import polars_ds as pds

pds.method_call(...)

Linters now should recognize the package and all its methods.

What's Changed

• added meta and str_stats for Diagnosis by @abstractqqq in #110
• added iqr in Diagnosis by @abstractqqq in #111
• Refactor F stats by @abstractqqq in #112
• Sampling functionalities by @abstractqqq in #114
• Added weighted corr, etc. by @abstractqqq in #116
• Fix regex SyntaxWarning on Python 3.12+ by @jorenham in #118
• Clean up codebase by @abstractqqq in #119
• added heat map for corr in Diagnosis by @abstractqqq in #121

New Contributors

• @jorenham made their first contribution in #118

Full Changelog: v0.3.5...v0.4.0