v0.2.11

What's Changed

• update dependencies to be compatible with pytorch 2 and pandas 2 by @robsdavis in #288
• pin networkx < 3.0 by @robsdavis in #259
• Metrics: ensure ordinal encoder of classes is the same in real and synthetic datasets [type:bug] by @bvanbreugel in #257
• Bump pillow from 10.2.0 to 10.3.0 in /docs by @dependabot in #265
• Patch ctgan batchsize1 by @bvanbreugel in #263
• Classification metric fix [type:bug] by @bvanbreugel in #260

New Contributors

• @bvanbreugel made their first contribution in #257

Full Changelog: v0.2.10...v0.2.11

v0.2.10

What's Changed

• Update README.md by @seedatnabeel in #242
• Various bugfixes by @robsdavis in #233
• Bump pillow from 9.3.0 to 10.0.1 in /docs by @dependabot in #237
• update onehotencoder parameters by @robsdavis in #253
• Bump pillow from 10.0.1 to 10.2.0 in /docs by @dependabot in #252
• Fix full test errors by @robsdavis in #255

New Contributors

• @seedatnabeel made their first contribution in #242

Full Changelog: v0.2.9...v0.2.10

v0.2.9

What's Changed

• Fix time series dataloader bug by @robsdavis in #235

Full Changelog: v0.2.8...v0.2.9

v0.2.8

What's Changed

• Moved great and arf extras into main install by @robsdavis in #227
• 225 add a plugin registry by @robsdavis in #228
• Update airfoil URL by @robsdavis in #231

Full Changelog: v0.2.7...v0.2.8

v0.2.7

What's Changed

New generative plugins

• Arf implementation by @robsdavis in #199
• New plugin GReaT by @robsdavis in #214
• New plugin: AIM by @robsdavis in #216

New metrics

• integrate domias by @robsdavis in #204

Tutorials

• add tutorial for using hyperimpute + synthcity by @robsdavis in #201
• Update tutorials and tutorial tests by @robsdavis in #210

Bugfixes

• Hotfix of a bug leading to Full Python Test failure by @tztsai in #184
• test failing in tutorials by @robsdavis in #190
• update and test EarlyStopping; add OptunaPruning by @tztsai in #188
• Bugfix: fix mistake in _evaluate_performance_regression by @robsdavis in #203
• fixing docs build by @robsdavis in #211

Other changes

• add contributingmd by @robsdavis in #198
• Add domain adaptation to benchmarks by @robsdavis in #205

Full Changelog: v0.2.6...v0.2.7

v0.2.6

What's Changed

• 158 no support for columns of type uint by @robsdavis in #181
• Update of data_encoder and tabular_encoder by @tztsai in #159
• Add Tabnet support by @tztsai in #168
• Optuna hyperparameter optimization tutorial by @tztsai in #178
• Bugfix: test_evaluate_performance_survival_analysis-test by @robsdavis in #174

Full Changelog: v0.2.5...v0.2.6

v0.2.5

What's Changed

New methods added:

• first commit for the addition of the TabDDPM plugin by @tztsai in #145
• add goggle by @robsdavis in #162

Bugfixes and improvements to tests:

• Tabddpm fixes by @pravsels in #161
• Skipif goggle tests by @robsdavis in #170
• • add exception in survival analysis data loader by @ZhaozhiQIAN in #148

New Contributors

• @tztsai made their first contribution in #145

Full Changelog: v0.2.4...v0.2.5

v0.2.4

What's Changed

• Fix bugs, including PBCDataloader incorrect preprocessing by @DrShushen in #152
• Cleanup & todos by @bcebere in #154
• feat: pass batch size to predict in dynamic deephit by @HLasse in #153
• Bugfix: Added function to make kwargs json serializable in Benchmarks.evaluate by @robsdavis in #157
• Workflows improvements by @bcebere in #155

New Contributors

• @DrShushen made their first contribution in #152
• @HLasse made their first contribution in #153

Full Changelog: v0.2.3...v0.2.4

Synthcity v0.2.3 Release Notes

Changelog

• Augmentation benchmark by @robsdavis in #150
• add notes about preprocessing by @ZhaozhiQIAN in #144
• Fix Security errors + bugfixing by @bcebere in #149

Full Changelog: v0.2.2...v0.2.3

Synthcity v0.2.2 Release Notes

What's Changed
readme modification for more clarity by @pravsels in #137
Added AlphaPrecisionNaive by @robsdavis in #142