v0.4.0

What's Changed

• feat: add thin_points by @CangyuanLi in #12
• fix: use correct join param for older polars versions by @CangyuanLi in #13
• feat: add "auto" bin method by @CangyuanLi in #14
• docs: add viz module and docstring for bin.auto by @CangyuanLi in #15
• Selection by @CangyuanLi in #16
• feat: add is_pareto by @CangyuanLi in #17
• docs: fix up docstrings for selection by @CangyuanLi in #18
• feat: option to compute correlation matrix in batches by @CangyuanLi in #19
• feat: implement saving and loading for selection methods by @CangyuanLi in #20
• tests: test different optimization directions for pareto by @CangyuanLi in #21
• docs: fix up some docstrings for MinMaxScaler by @CangyuanLi in #22

Full Changelog: v0.3.1...v0.4.0

v0.3.1

What's Changed

• chore: upgrade pyo3-polars to 0.24 and rust polars to 0.51 by @CangyuanLi in #9
• fix: handle h = 0 in freedman-diaconis binning by @CangyuanLi in #10
• docs: update to reflect using the point estimate instead of mean of b… by @CangyuanLi in #11

Full Changelog: v0.3.0...v0.3.1

v0.3.0

What's Changed

• Poisson bootstrap by @CangyuanLi in #4
• Fix contiguous panic by @CangyuanLi in #5
• Psi by @CangyuanLi in #6
• chore: switch to uv to manage deps and ruff for pre-commit by @CangyuanLi in #7
• feat: report point estimate instead of mean by @CangyuanLi in #8

Full Changelog: v0.2.0...v0.3.0

v0.2.0

What's Changed

• feat: sample weights for roc_auc, and confusion matrix by @CangyuanLi in #1
• feat: sample weights for AIR by @CangyuanLi in #2
• feat: sample weight for ppr by @CangyuanLi in #3

New Contributors

• @CangyuanLi made their first contribution in #1

Full Changelog: v0.1.0...v0.2.0

v0.1.0

Full Changelog: v0.0.24...v0.1.0

v0.0.24

Full Changelog: v0.0.23...v0.0.24

v0.0.23

Full Changelog: v0.0.22...v0.0.23

v0.0.22

Full Changelog: v0.0.21...v0.0.22

v0.0.21

Full Changelog: v0.0.20...v0.0.21

v0.0.20

Full Changelog: v0.0.19...v0.0.20