Tpot Versions Save

What's Changed

• estimator type by @perib in https://github.com/EpistasisLab/tpot/pull/1319
• Update requirements by @gatl in https://github.com/EpistasisLab/tpot/pull/1335
• Bump torch from 1.3.1 to 1.13.1 by @dependabot in https://github.com/EpistasisLab/tpot/pull/1336
• update sklearn version to 1.1.3 by @perib in https://github.com/EpistasisLab/tpot/pull/1337
• remove deprecated imp, fix docstring warning by @perib in https://github.com/EpistasisLab/tpot/pull/1331
• update compatibility with scikitlearn 1.4 by @perib in https://github.com/EpistasisLab/tpot/pull/1343
• Improve error message by @gatl in https://github.com/EpistasisLab/tpot/pull/1338
• Mate operator fix by @perib in https://github.com/EpistasisLab/tpot/pull/1268

New Contributors

• @gatl made their first contribution in https://github.com/EpistasisLab/tpot/pull/1335
• @dependabot made their first contribution in https://github.com/EpistasisLab/tpot/pull/1336

Full Changelog: https://github.com/EpistasisLab/tpot/compare/v0.12.1...v0.12.2

Fixes issue with runs terminating too early

What's Changed

• Early crash fix by @perib in https://github.com/EpistasisLab/tpot/pull/1315 Full Changelog: https://github.com/EpistasisLab/tpot/compare/v0.12.0...v0.12.1

• Fix numpy compatibility
• Dask optimizations
• Minor bug fixes

• Fix compatibility issue with scikit-learn 0.24 and xgboost 1.3.0
• Fix a bug causing that TPOT does not work when classifying more than 50 classes
• Add initial support Resampler from imblearn
• Fix minor bugs

• A patch to fix compatibility issues with the latest version of xgboost (v1.3.0)

• make XGBoost as a required dependency

• Refine the logic of checking the type of an operator.

• Fix a bug causing point mutation function does not work properly with using template option
• Add a new built configuration called "TPOT cuML" which TPOT will search over a restricted configuration using the GPU-accelerated estimators in RAPIDS cuML and DMLC XGBoost. This configuration requires an NVIDIA Pascal architecture or better GPU with compute capability 6.0+, and that the library cuML is installed.
• Add string path support for log/log_file parameter
• Fix a bug in version 0.11.5 causing no update in stdout after each generation
• Fix minor bugs

• Development branch based on TPOT 0.11.1 for adjusting covariate without data leakage.

• Make Pytorch as an optional dependency
• Refine installation documentation