Scikit-tree

**Full Changelog**: https://github.com/neurodata/scikit-tree/compare/v0.4...v0.5

What's Changed
* ENH add multi-view example by PSSF23 in https://github.com/neurodata/scikit-tree/pull/154
* [DEV] Fixing the versions to now start v0.4.dev0 by adam2392 in https://github.com/neurodata/scikit-tree/pull/160
* FIX improve performance by updating max_features by PSSF23 in https://github.com/neurodata/scikit-tree/pull/161
* [FIX] issue165 bug-fix by SUKI-O in https://github.com/neurodata/scikit-tree/pull/166
* [ENH] Add option to permute per forest fraction by adam2392 in https://github.com/neurodata/scikit-tree/pull/145
* [ENH] Add dataset generators by adam2392 in https://github.com/neurodata/scikit-tree/pull/169
* [ENH, BUG] Test honest tree performance via quadratic simulation by adam2392 in https://github.com/neurodata/scikit-tree/pull/164
* [ENH] Add conditional resampling using nearest-neighbor algorithm by adam2392 in https://github.com/neurodata/scikit-tree/pull/170
* [ENH] Allow sampling feature sets separately in MultiViewDTC by adam2392 in https://github.com/neurodata/scikit-tree/pull/152
* [MINOR RELEASE] v0.4.1 by adam2392 in https://github.com/neurodata/scikit-tree/pull/180


**Full Changelog**: https://github.com/neurodata/scikit-tree/compare/v0.3...v0.4

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

New Contributors
* YuxinB made their first contribution in https://github.com/neurodata/scikit-tree/pull/143

**Full Changelog**: https://github.com/neurodata/scikit-tree/compare/v0.2.0...v0.3

BUG fix in random sampling of forestHT estimators.

What's Changed
* [ENH, BUG] Consistency of train/test samples in forest HT by adam2392 in https://github.com/neurodata/scikit-tree/pull/135
* ENH add pAUC example script for doc render by PSSF23 in https://github.com/neurodata/scikit-tree/pull/136


**Full Changelog**: https://github.com/neurodata/scikit-tree/compare/v0.2.0...v0.2.1

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


**Full Changelog**: https://github.com/neurodata/scikit-tree/compare/v0.1.3...v0.2.0

Initial release of scikit-tree.