v0.10.4

What's Changed

• Skip zero means and std deviations in transforms by @abstractqqq in #403
• updated deps by @abstractqqq in #404
• added one safeguard by @abstractqqq in #407
• added kaplan meier by @abstractqqq in #408
• Removed is_elementwise from certain random generation methods by @abstractqqq in #410

Full Changelog: v0.10.3...v0.10.4

v0.10.3

What's Changed

• auto cast for ks by @abstractqqq in #388
• added expander by @abstractqqq in #389
• Add maintain order in sort by @abstractqqq in #391
• added kwargs to support polars collect options by @abstractqqq in #392
• fix error in weighted corr by @abstractqqq in #395
• added ordinal encoding by @abstractqqq in #398
• added select_by_std by @abstractqqq in #399

Full Changelog: v0.10.2...v0.10.3

v0.10.2

What's Changed

• Nonneg linear reg by @abstractqqq in #384
• updated some crates by @abstractqqq in #385
• maintenance: updated polars and features by @abstractqqq in #386

Full Changelog: v0.10.1...v0.10.2

v0.10.1

What's Changed

• added default for encoders by @abstractqqq in #375
• Fix ROC-AUC boundary values by @abstractqqq in #377
• replace align_chunks by rechunk_mut by @abstractqqq in #378
• added stratify in split by @abstractqqq in #383
• Improve t test by @abstractqqq in #381
• welchs_t returns null if given invalid input by @rmalouf in #380

New Contributors

• @rmalouf made their first contribution in #380

Full Changelog: v0.10.0...v0.10.1

v0.10.0

What's Changed

• fix: wrong feature name in README by @coinflip112 in #365
• reorg linear by @abstractqqq in #369
• More compat examples by @abstractqqq in #371
• Add polars context to blueprint by @abstractqqq in #372
• Update version + add explode + better jaccard by @abstractqqq in #374

New Contributors

• @coinflip112 made their first contribution in #365

Full Changelog: v0.9.0...v0.10.0

v0.9.0

What's Changed

• fix(python): Fixes error initialising LR() by @anath2 in #343
• Adds implementation for cholesky decomposition in linear regression solvers. by @anath2 in #341
• renamed fit_bias to has_bias by @abstractqqq in #345
• Add NDCG implementation; fixes ##346 by @AnastasiiaShukhova in #347
• Ndcg score based on previous work by @abstractqqq in #349
• updated faer by @abstractqqq in #350
• feat: Implement Generalized Linear Modesl (GLMS) with IRLS Solver [DRAFT] by @anath2 in #351
• improved split by @abstractqqq in #353
• removed some ndarray dep by @abstractqqq in #357
• Added utilities in pipeline, standardized some outputs by @abstractqqq in #361
• added longest common substring + fix name typo in lcs_seq by @abstractqqq in #363
• added lcs extract. Now we can extract the longest_common_sequence and longest_common_substring by @abstractqqq in #364

New Contributors

• @anath2 made their first contribution in #343
• @AnastasiiaShukhova made their first contribution in #347

Full Changelog: v0.8.3...v0.9.0

v0.8.3

What's Changed

• Add calibration plot by @abstractqqq in #333
• Fix overflow in generating Chi2 expected contingency table by @matansg in #336
• Fix elastic net panic by @abstractqqq in #337
• Add heteroskedasticity-consistent standard errors by @abstractqqq in #340

New Contributors

• @matansg made their first contribution in #336

Full Changelog: v0.8.2...v0.8.3

v0.8.2

What's Changed

• fix doc link by @abstractqqq in #331
• added iter product by @abstractqqq in #332

Full Changelog: v0.8.1...v0.8.2

v0.8.1

What's Changed

• added combinations by @abstractqqq in #322
• added validation report by @abstractqqq in #323
• Improve CI by @abstractqqq in #325
• Compile instruction in read me by @abstractqqq in #326
• added more rechunks by @abstractqqq in #328
• corrected histogram stacking by @abstractqqq in #329

Full Changelog: v0.8.0...v0.8.1

v0.8.0

Highlights:

• Added F32 option for linear regression expressions
• Better and more data science related plots!

Breaking

• PDS Pipelines saved pre- v0.8 will no longer be compatible.

What's Changed

• respect method in dia.corr by @abstractqqq in #304
• Plot refactor by @abstractqqq in #305
• added full output for chi2 by @abstractqqq in #307
• more plots refactor by @abstractqqq in #309
• various typing fixes by @deanm0000 in #311
• fixed error in warn len test by @abstractqqq in #314
• fixed warn len by @abstractqqq in #315
• refactored pipeline steps by @abstractqqq in #316
• Upgrade faer by @abstractqqq in #317
• F32 option by @abstractqqq in #319
• updated packages by @abstractqqq in #320
• added maturin version in ci by @abstractqqq in #321

New Contributors

• @deanm0000 made their first contribution in #311

Full Changelog: v0.7.0...v0.8.0