v0.4

What's Changed

• ENH add multi-view example by @PSSF23 in #154
• [DEV] Fixing the versions to now start v0.4.dev0 by @adam2392 in #160
• FIX improve performance by updating max_features by @PSSF23 in #161
• [FIX] issue#165 bug-fix by @SUKI-O in #166
• [ENH] Add option to permute per forest fraction by @adam2392 in #145
• [ENH] Add dataset generators by @adam2392 in #169
• [ENH, BUG] Test honest tree performance via quadratic simulation by @adam2392 in #164
• [ENH] Add conditional resampling using nearest-neighbor algorithm by @adam2392 in #170
• [ENH] Allow sampling feature sets separately in MultiViewDTC by @adam2392 in #152
• [MINOR RELEASE] v0.4.1 by @adam2392 in #180

Full Changelog: v0.3...v0.4

v0.3

What's Changed

• [MAINT] Begin v0.3.0dev0 by @adam2392 in #134
• [ENH, BUG] Consistency of train/test samples in forest HT by @adam2392 in #135
• ENH add pAUC example script for doc render by @PSSF23 in #136
• [MAINT] Adding v0.2.x branch by @adam2392 in #137
• Fix for MIGHT p-value shuffling all columns by default by @sampan501 in #140
• DOC update format by @PSSF23 in #139
• Bump pypa/cibuildwheel from 2.16.1 to 2.16.2 by @dependabot in #138
• [ENH] Cython axis-aligned multi-view splitter by @adam2392 in #129
• [MAINT] Update Ctypes in line with scikit-learn: main by @adam2392 in #141
• [DOC] Example of Multiview MIGHT and Forest by @adam2392 in #142
• FIX add max_fpr argument to auc example by @PSSF23 in #149
• [DOC] Adding citation file by @adam2392 in #144
• [DOC] Adding development docs to make sure it is clear how to do dev by @adam2392 in #150
• Stratify sampling when split train/test data by @YuxinB in #143
• [DOC] Add Quantile forest examples by @SUKI-O in #147
• Adding fix to honest forest feature importances by @adam2392 in #156
• [FIX] Adding fix to allow any kind of tree for honesttree by @adam2392 in #158
• [RELEASE] V0.3.x by @adam2392 in #159

New Contributors

• @YuxinB made their first contribution in #143

Full Changelog: v0.2.0...v0.3

v0.2.1

BUG fix in random sampling of forestHT estimators.

What's Changed

• [ENH, BUG] Consistency of train/test samples in forest HT by @adam2392 in #135
• ENH add pAUC example script for doc render by @PSSF23 in #136

Full Changelog: v0.2.0...v0.2.1

v0.2.0

What's Changed

• New version v0.2.0dev0 by @adam2392 in #97
• Bump pypa/cibuildwheel from 2.13.1 to 2.14.0 by @dependabot in #100
• DOC update document references & include summary for papers at home page by @PSSF23 in #104
• [ENH] Fix failing unit tests by @adam2392 in #109
• Bump pypa/cibuildwheel from 2.14.0 to 2.15.0 by @dependabot in #108
• [ENH] Optimize Unsuprf by @adam2392 in #114
• [ENH] Even faster unsupervised forests and trees by @adam2392 in #117
• Bump actions/checkout from 3 to 4 by @dependabot in #122
• FIX remove unnecessary notebook by @PSSF23 in #123
• [ENH] Add asv benchmarking files and benchmarking scripts by @adam2392 in #124
• [ENH] Add "extratrees" for oblique trees #46 by @SUKI-O in #75
• [ENH] Extended isolation forest by @adam2392 in #101
• ENH add StreamDecisionForest class for streaming trees by @PSSF23 in #116
• Bump pypa/cibuildwheel from 2.15.0 to 2.16.0 by @dependabot in #127
• [ENH] add PermutationForests and FeatureImportanceForests to sktree by @PSSF23 in #125

Full Changelog: v0.1.3...v0.2.0

v0.1.3

Initial release of scikit-tree.