Releases: hitsz-ids/synthetic-data-generator
Releases · hitsz-ids/synthetic-data-generator
0.2.0
What's Changed
LLM-Based SingleTable Model
A single-table data synthesis model based on LLM is included, view colab example:
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
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
0.1.5
What's Changed
- docs: add Z712023 as a contributor for code by @allcontributors in #112
- Bugfix metric mutual information by @Z712023 in #118
- [Bugfix] Temporarily modify single table demo data link by @MooooCat in #121
- Introduce inspect_level in inspector and metadata by @MooooCat in #113
- Add start history chart in README by @Wh1isper in #122
New Contributors
Full Changelog: 0.1.4...0.1.5
0.1.4
What's Changed
- [Bugfix] Add future annotations by @MooooCat in #106
- Add testing for JSD metrics by @sjh120 in #100
- Add base model for multi-table statistic model, change single-table base class location by @MooooCat in #102
- Add mutual information metric by @Z712023 in #101
Full Changelog: 0.1.3...0.1.4
0.1.3
What's Changed
- [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #87
- [0.2.0] Metadata Implementation by @MooooCat in #81
- Patch on multi table combiner and test case by @Wh1isper in #89
- Fix typo _dumo_json by @Wh1isper in #90
- Intro dummy table for speedup models case by @Wh1isper in #92
- Intro torchrun in CLI by @Wh1isper in #88
- Implement MetadataCombiner, partitial refactoring on Metadata by @Wh1isper in #96
- Add mock data and testing for multi tables' related imp by @Wh1isper in #97
- Intro SubsetRelationshipInspector by @Wh1isper in #99
- Add demo data for multi-table scenario by @MooooCat in #98
Full Changelog: 0.1.2...0.1.3
0.1.2
0.1.1
0.1.0
What's Changed
- Update SDG's New Data Processor by @MooooCat in #48
- Rewrite and notice copyright for CTGAN by @Wh1isper in #50
- [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #49
- docs: add Wh1isper as a contributor for code by @allcontributors in #53
- docs: add MooooCat as a contributor for code by @allcontributors in #54
- docs: add joeyscave as a contributor for code by @allcontributors in #55
- Breaking changes: Refactoring of new architecture by @Wh1isper in #56
- [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #63
- 0.1.0: Intro DataConnector and DataLoader by @Wh1isper in #64
- [0.1.0] Metadata and Inspector by @Wh1isper in #67
- [0.1.0]Breaking changes: Reactoring models Part 1 by @Wh1isper in #68
- [0.1.0] Update a part of docs by @Wh1isper in #70
- Update Base Class of Metric by @MooooCat in #60
- docs: add sjh120 as a contributor for code by @allcontributors in #73
- [0.1.0] Refactoring CTGAN for DataLoader by @Wh1isper in #72
- [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #76
- [0.1.0] Intro NDArryLoader by @Wh1isper in #75
- Add subdir for NDArrayLoader to prevent collision of cache files by @Wh1isper in #78
- Init benchmark base code by @Wh1isper in #80
- Switch to cloudpickle and fix load bugs by @Wh1isper in #83
- Update docstring and user guides by @Wh1isper in #84
New Contributors
- @allcontributors made their first contribution in #53
- @sjh120 made their first contribution in #60
Full Changelog: 0.0.1...0.1.0
0.1.0b0
0.1.0a0
What's Changed
- Update SDG's New Data Processor by @MooooCat in #48
- Rewrite and notice copyright for CTGAN by @Wh1isper in #50
- [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #49
- docs: add Wh1isper as a contributor for code by @allcontributors in #53
- docs: add MooooCat as a contributor for code by @allcontributors in #54
- docs: add joeyscave as a contributor for code by @allcontributors in #55
- Breaking changes: Refactoring of new architecture by @Wh1isper in #56
- [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #63
- 0.1.0: Intro DataConnector and DataLoader by @Wh1isper in #64
- [0.1.0] Metadata and Inspector by @Wh1isper in #67
- [0.1.0]Breaking changes: Reactoring models Part 1 by @Wh1isper in #68
- [0.1.0] Update a part of docs by @Wh1isper in #70
- Update Base Class of Metric by @MooooCat in #60
- docs: add sjh120 as a contributor for code by @allcontributors in #73
- [0.1.0] Refactoring CTGAN for DataLoader by @Wh1isper in #72
- [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #76
- [0.1.0] Intro NDArryLoader by @Wh1isper in #75
- Add subdir for NDArrayLoader to prevent collision of cache files by @Wh1isper in #78
New Contributors
- @allcontributors made their first contribution in #53
- @sjh120 made their first contribution in #60
Full Changelog: 0.0.1...0.1.0a0
0.0.1
What's Changed
- [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #2
- Configure Sweep by @sweep-ai in #4
- Add base class for metrics in metrics/base.py by @sweep-ai in #5
- Update the github issue template by @MooooCat in #6
- Fix error in example 1 by @MooooCat in #10
- Merge model base class by @MooooCat in #11
- update development document by @MooooCat in #13
- bugfix: Fix function's arg default List by @MooooCat in #14
- Update README.md by @MooooCat in #15
- Merge branch dev to main by @MooooCat in #17
- Update document by @MooooCat in #18
- update dependencies (copulas) by @MooooCat in #19
- Update Readme (English Version) by @MooooCat in #21
- remove local issue template by @MooooCat in #23
- Update Slack Shield by @MooooCat in #30
- Document align by @MooooCat in #31
- Update shields by @MooooCat in #32
- Merge GaussianCopula Model by @MooooCat in #20
- Optimize the Transformer module by @MooooCat in #35
- Delete unnecessary files or directories by @MooooCat in #36
- Add Local Install Description by @MooooCat in #37
- Update requirements.txt by @MooooCat in #38
- Fix local install error by @MooooCat in #39
- [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #41
- Add test cov and docker images by @wunder957 in #46
- Adding CLI and Plugin system by @wunder957 in #47
New Contributors
- @pre-commit-ci made their first contribution in #2
- @sweep-ai made their first contribution in #4
- @MooooCat made their first contribution in #6
Full Changelog: 0.0.0a0...0.0.1