Synthcity

Latest version: v0.2.11

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0.2.11

What's Changed
* update dependencies to be compatible with pytorch 2 and pandas 2 by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/288
* pin networkx < 3.0 by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/259
* Metrics: ensure ordinal encoder of classes is the same in real and synthetic datasets [type:bug] by bvanbreugel in https://github.com/vanderschaarlab/synthcity/pull/257
* Bump pillow from 10.2.0 to 10.3.0 in /docs by dependabot in https://github.com/vanderschaarlab/synthcity/pull/265
* Patch ctgan batchsize1 by bvanbreugel in https://github.com/vanderschaarlab/synthcity/pull/263
* Classification metric fix [type:bug] by bvanbreugel in https://github.com/vanderschaarlab/synthcity/pull/260

New Contributors
* bvanbreugel made their first contribution in https://github.com/vanderschaarlab/synthcity/pull/257

**Full Changelog**: https://github.com/vanderschaarlab/synthcity/compare/v0.2.10...v0.2.11

0.2.10

What's Changed
* Update README.md by seedatnabeel in https://github.com/vanderschaarlab/synthcity/pull/242
* Various bugfixes by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/233
* Bump pillow from 9.3.0 to 10.0.1 in /docs by dependabot in https://github.com/vanderschaarlab/synthcity/pull/237
* update onehotencoder parameters by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/253
* Bump pillow from 10.0.1 to 10.2.0 in /docs by dependabot in https://github.com/vanderschaarlab/synthcity/pull/252
* Fix full test errors by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/255

New Contributors
* seedatnabeel made their first contribution in https://github.com/vanderschaarlab/synthcity/pull/242

**Full Changelog**: https://github.com/vanderschaarlab/synthcity/compare/v0.2.9...v0.2.10

0.2.9

Not secure
What's Changed
* Fix time series dataloader bug by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/235


**Full Changelog**: https://github.com/vanderschaarlab/synthcity/compare/v0.2.8...v0.2.9

0.2.8

Not secure
What's Changed
* Moved great and arf extras into main install by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/227
* 225 add a plugin registry by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/228
* Update airfoil URL by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/231


**Full Changelog**: https://github.com/vanderschaarlab/synthcity/compare/v0.2.7...v0.2.8

0.2.7

Not secure
What's Changed

New generative plugins
* Arf implementation by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/199
* New plugin GReaT by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/214
* New plugin: AIM by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/216

New metrics
* integrate domias by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/204

Tutorials
* add tutorial for using hyperimpute + synthcity by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/201
* Update tutorials and tutorial tests by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/210


Bugfixes

* Hotfix of a bug leading to Full Python Test failure by TZTsai in https://github.com/vanderschaarlab/synthcity/pull/184
* test failing in tutorials by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/190
* update and test EarlyStopping; add OptunaPruning by TZTsai in https://github.com/vanderschaarlab/synthcity/pull/188
* Bugfix: fix mistake in _evaluate_performance_regression by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/203
* fixing docs build by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/211

Other changes
* add contributingmd by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/198
* Add domain adaptation to benchmarks by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/205


**Full Changelog**: https://github.com/vanderschaarlab/synthcity/compare/v0.2.6...v0.2.7

0.2.6

Not secure
What's Changed

* 158 no support for columns of type uint by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/181
* Update of data_encoder and tabular_encoder by TZTsai in https://github.com/vanderschaarlab/synthcity/pull/159
* Add Tabnet support by TZTsai in https://github.com/vanderschaarlab/synthcity/pull/168
* Optuna hyperparameter optimization tutorial by TZTsai in https://github.com/vanderschaarlab/synthcity/pull/178
* Bugfix: test_evaluate_performance_survival_analysis-test by robsdavis in https://github.com/vanderschaarlab/synthcity/pull/174

**Full Changelog**: https://github.com/vanderschaarlab/synthcity/compare/v0.2.5...v0.2.6

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