v0.8.0

What's Changed

• Add save and load utils functions by @jaime-cespedes-sisniega in #317
• Update scipy requirement from <1.13,>=1.12.0 to >=1.12.0,<1.14 by @dependabot in #319
• Update CI by @jaime-cespedes-sisniega in #318
• Fix repository url in publish workflow by @jaime-cespedes-sisniega in #322

Full Changelog: v0.7.1...v0.8.0

v0.7.1

What's Changed

• Fix DDM_advance.ipynb markdowns by @jaime-cespedes-sisniega in #312
• Add FAQ section to documentation by @jaime-cespedes-sisniega in #313
• Fix paper examples by @jaime-cespedes-sisniega in #314

Full Changelog: v0.7.0...v0.7.1

v0.7.0

What's Changed

• Update sphinxcontrib-bibtex requirement from <2.6,>=2.5.0 to >=2.5.0,<2.7 by @dependabot in #274
• Add flag to avoid zero pvalues in PermutationTestDistanceBased callback by @jaime-cespedes-sisniega in #275
• Update matplotlib requirement from <3.8,>=3.6.0 to >=3.6.0,<3.9 by @dependabot in #277
• Update torch requirement from <2.1,>=1.13.0 to >=1.13.0,<2.2 by @dependabot in #279
• Update numpy requirement from <1.26,>=1.24.0 to >=1.24.0,<1.27 by @dependabot in #278
• Update sphinx-book-theme requirement from <1.1,>=1.0.0 to >=1.0.0,<1.2 by @dependabot in #281
• Update myst-nb requirement from <0.18,>=0.17.0 to >=0.17.0,<1.1 by @dependabot in #282
• Update torchvision requirement from <0.16,>=0.14.0 to >=0.14.0,<0.17 by @dependabot in #283
• Bump actions/setup-python from 4 to 5 by @dependabot in #284
• Bump actions/checkout from 3 to 4 by @dependabot in #276
• Fix MNIST example by @jaime-cespedes-sisniega in #285
• Remove Python 3.8 support by @jaime-cespedes-sisniega in #286
• Update sphinx requirement from <7.2,>=5.3.0 to >=5.3.0,<7.3 by @dependabot in #272
• Update scipy requirement from <1.11,>=1.10.0 to >=1.10.0,<1.12 by @dependabot in #237
• Add Python 3.12 support by @jaime-cespedes-sisniega in #287
• Add wheel package to code_coverage.yml by @jaime-cespedes-sisniega in #288
• Add setuptools package to code_coverage.yml by @jaime-cespedes-sisniega in #289
• Update dependant versions by @jaime-cespedes-sisniega in #290
• Update repository URL by @jaime-cespedes-sisniega in #291
• Update scikit-learn requirement from <1.4,>=1.3.2 to >=1.3.2,<1.5 by @dependabot in #292
• Update README.md by @jaime-cespedes-sisniega in #294
• Fix concept drift SEA example by @jaime-cespedes-sisniega in #295
• Update scipy requirement from <1.12,>=1.11.4 to >=1.11.4,<1.13 by @dependabot in #296
• Add Python version to bug report by @jaime-cespedes-sisniega in #298
• Add missing required flag for Python versions in bug report by @jaime-cespedes-sisniega in #299
• Add concept and data drift icons to README.md by @jaime-cespedes-sisniega in #300
• Update torch requirement from <2.2,>=2.1.2 to >=2.1.2,<2.3 by @dependabot in #302
• Update torchvision requirement from <0.17,>=0.16.2 to >=0.16.2,<0.18 by @dependabot in #301
• Bump codecov/codecov-action from 3 to 4 by @dependabot in #303
• Add Energy distance data drift method by @jaime-cespedes-sisniega in #305
• Add Baumgartner-Weiss-Schindler test data drift method by @jaime-cespedes-sisniega in #306
• Fix detectors README by @jaime-cespedes-sisniega in #307
• Add Kuiper's test data drift method by @jaime-cespedes-sisniega in #308
• Update MMD_advance.ipynb notebook by @jaime-cespedes-sisniega in #304
• Add methods to compute p-values in PermutationTestDistanceBased callback by @jaime-cespedes-sisniega in #309
• Update package version by @jaime-cespedes-sisniega in #310

Full Changelog: v0.6.1...v0.7.0

v0.6.1

Added

• Precompute kernel matrix values of reference data in MMD (speed up compare method if has to be used multiple times) #269

Changed

Removed

Fixed

• Missing MMD chunk_size in statistical kwargs #267

v0.6.0

Added

• API examples to each detector #255
• API examples to remaining objects (callbacks and datasets) #258

Changed

• sphinx version from <7.1,>=5.3.0 to >=5.3.0,<7.2 #254
• ipywidgets version from <8.1,>=8.0.0 to >=8.0.0,<8.2 #256
• callbacks do not use kwargs anymore #261
• README.md examples #263

Removed

• mSPRT and WarningSamplesBuffer callbacks (temporary deprecated) #258
• Unused common folder #260
• Remove kwargs from init method in statistical tests #262
• Remove unused additional parameters from update method in DDM_advance example #264

Fixed

• Reject H0 condition in data drift detectors notebooks #253
• Utils documentation section #257
• Minimum numpy version that affects concept drift notebooks examples #259

v0.5.1

Added

Changed

Removed

Fixed

• RBF kernel calculation #247
• MMD statistic test method #248
• p-values calculation in PermutationTestDistanceBased callback #249

v0.5.0

Added

• Label drift to concepts documentation section #241
• Anderson-Darling data drift method #242
• arXiv badge to README.md #243

Changed

Removed

Fixed

• License badge to lower case in README.md #244

v0.4.1

Added

• Dependabot #229

Changed

• Bump actions/setup-python from 3 to 4 #230
• Update matplotlib from <3.7,>=3.6.0 to >=3.6.0,<3.8 #231
• Update torchvision from <0.15,>=0.14.0 to >=0.14.0,<0.16 #232
• Update sphinx from <5.4,>=5.3.0 to >=5.3.0,<7.1 #233
• Update myst-parser from <0.19,>=0.18.0 to >=0.18.0,<2.1 #234
• Update numpy from <1.25,>=1.24.0 to >=1.24.0,<1.26 #235
• Update torch from <1.14,>=1.13.0 to >=1.13.0,<2.1 #236
• Update scikit-learn from <1.3,>=1.2.0 to >=1.2.0,<1.4 #238

Removed

Fixed

v0.4.0

Added

• Bayesian Online Changepoint detector #223
• Mann-Whitney U test #220

Changed

• Include CUSUM detectors into Change detection detectors #224
• Change download badge to total count #222

Removed

Fixed

• DDM advance example cell comments #225
• Welch's t-test name style #221

v0.3.2

Added

• What is what is not section in README.md #213

Changed

Removed

• Unused decorators.py #215

Fixed

• tqdm package version < 5 #217
• Callbacks classes #216 #214
• Package pyproject.toml description #212