0.2.0

What's Changed

LLM-Based SingleTable Model

A single-table data synthesis model based on LLM is included, view colab example:

• LLM: Data Synthesis;
• LLM: Off-table Feature Inference.

Commits:

• Introduce LLM-based single-table model. by @MooooCat in #129
• Bugfix: fix model type typo by @MooooCat in #144
• Bugfix: fix return datatype in _sample_with_metadata by @MooooCat in #145
• Bugfix: fix LLM result typo by @MooooCat in #146

Improvements on Inspectors

• Add Regex Inspector and Email Inspector example. by @MooooCat in #115
• Implement datetime_formats in DatetimeInspector by @Femi-lawal in #125
• Distinguish int/float in NumericInspector by @MooooCat in #133

Metadata

• Bugfix: fix KeyError when metadata raising an MetadataInvalidError. by @MooooCat in #134
• Add dict support on metadata, optimize datetime format judgment rules, add eq for combiner by @MooooCat in #135

Python 3.12 Support

• Intro 3.12 in CI testing by @Wh1isper in #141

Readme and Docs

• Update README.md by @iokk3732 in #123
• docs: add iokk3732 as a contributor for code by @allcontributors in #127
• docs: add Femi-lawal as a contributor for code by @allcontributors in #128
• Add language switch on Readme.md by @MooooCat in #130
• Minor modifications on readme by @MooooCat in #131
• Update SDG Readme by @MooooCat in #139
• Update doc readme by @MooooCat in #140
• Add Colab Examples, Update Readme by @MooooCat in #147
• Update readme.md by @MooooCat in #150
• Add ctgan description on Readme.md by @MooooCat in #151

Others

• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #124
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #138

New Contributors

• @iokk3732 made their first contribution in #123
• @Femi-lawal made their first contribution in #125

Full Changelog

Please view: 0.1.5...0.2.0