v0.3.5

What's Changed

• Control parallel column transformer in filter columns by @fraimondo in #277
• [DOC] Add doc on joblib + joblib_htcondor by @fraimondo in #278
• [DOC]: Update shield in README by @synchon in #283
• [DOC] Update citation by @synchon in #279
• [DOC]: 6.8. Parallelizing julearn with Joblib request_mem -> request_memory by @synchon in #282
• [MAINT]: Regular repository maintenance by @synchon in #284
• [BUG]: StratifiedBootstrap can give the same sample on train and test set by @synchon in #254
• build(deps): bump the actions group with 3 updates by @dependabot[bot] in #287
• [BUG]: Inspector returns fold-wise overlapping predictions for ContinuousStratifiedKFold by @fraimondo in #285
• [BUG]: PipelineInspector does not work properly with a GridSearchCV object by @fraimondo in #286
• [BUG]: fold predictions are NaN if y has an index and CV is non-overlapping by @fraimondo in #288
• [BUG]: Parenthesis '(' or ')' in column names will fail by @synchon in #226
• [BUG]: Julearn will not run with scikit-learn <= 1.4.2 by @fraimondo in #291
• [ENH] Generate the target from features by @fraimondo in #269
• [BUG] Fix optuna CV for metadata routing by @fraimondo in #297
• Enh/upgrade deps by @fraimondo in #299
• [FIX] Allow for proper metadata routing by @fraimondo in #298
• build(deps): bump actions/checkout from 5 to 6 in the actions group by @dependabot[bot] in #295
• [MAINT]: Release 0.3.5 by @synchon in #300

New Contributors

• @dependabot[bot] made their first contribution in #287

Full Changelog: v0.3.4...v0.3.5

v0.3.4

What's Changed

• Fix usage of optuna distributions by @fraimondo in #268
• [ENH] Remove final model fit requirement for inspector by @fraimondo in #270
• Update codecov actions by @fraimondo in #272
• Add fit method to API by @fraimondo in #271
• Modify logic for final model training by @fraimondo in #273
• [ENH]: Optimise step wrapping by @fraimondo in #274
• Invert order of CV so it runs the largest first by @fraimondo in #275
• [MAINT]: Release 0.3.4 by @synchon in #276

Full Changelog: v0.3.3...v0.3.4

v0.3.3

What's Changed

• [MAINT]: Add julearn to conda-forge by @synchon in #230
• [MAINT]: Regular repository maintenance by @synchon in #264
• [DOC]: Fix typo by @Dante-010 in #258
• Provide internal implementation of OptunaSearchCV by @fraimondo in #265
• [MAINT]: Release 0.3.3 by @synchon in #266

New Contributors

• @Dante-010 made their first contribution in #258

Full Changelog: v0.3.2...v0.3.3

v0.3.2

What's Changed

• Fix detection of inverse transform for target transformers and hyperparameter tuning by @fraimondo in #250
• Fix the what's new section of the docs by @fraimondo in #252
• [MAINT]: Support pytest >= 8.0.0 by @synchon in #251
• [CI]: Mark stale and close issues after inactivity by @synchon in #224
• [MAINT]: Prepare for scikit-learn 1.4 by @synchon in #244
• Fix for warnings from bokeh by @fraimondo in #255
• [ENH] Bayes optimization for hyperparameters by @fraimondo in #260
• Fix typing and warnings as much as we can by @fraimondo in #261
• Add optuna option for searchers by @fraimondo in #262
• [MAINT]: Release 0.3.2 by @synchon in #263

Full Changelog: v0.3.1...v0.3.2

v0.3.1

What's Changed

• [MAINT]: Improve codespell support by @synchon in #232
• [DOC]: Not working links in documentation by @synchon in #168
• [DOC]: Standardize Sphinx section and header format by @synchon in #234
• [MAINT]: Add support for pre-commit by @synchon in #233
• [DOC]: Improve documentation by @synchon in #235
• Update README.md by @samihamdan in #237
• Fix viz module by @fraimondo in #240
• [MAINT]: Add support for ruff linter by @synchon in #231
• [MAINT] Skip deslib until it is compatible with new numpy by @fraimondo in #241
• [BUG] Cloning one the CV does not comprise some variables. by @fraimondo in #239
• [MAINT] Update dependencies by @fraimondo in #238
• Fix/target_transform_score_log by @fraimondo in #243
• Pass alternative parameter in corrected t-test by @fraimondo in #246
• [BUG]: Hyperparameters are not set if an estimator is used instead of a string in PipelineCreator by @fraimondo in #247
• Release PR v0.3.1 by @fraimondo in #248

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

v0.3.0

Release 0.3.0