| Name | Modified | Size | Downloads / Week |
|---|---|---|---|
| Parent folder | |||
| README.md | 2023-02-01 | 4.5 kB | |
| v0.6.0 - 2023-02-01.tar.gz | 2023-02-01 | 395.1 kB | |
| v0.6.0 - 2023-02-01.zip | 2023-02-01 | 426.7 kB | |
| Totals: 3 Items | 826.4 kB | 0 | |
This release introduces methods for benchmarking single table data and creating custom synthesizers, which can be based on existing SDGym-defined synthesizers or on user-defined functions. This release also adds support for Python 3.10 and drops support for Python 3.6.
New Features
- Benchmarking progress bar should update on one line - Issue #204 by @katxiao
- Support local additional datasets folder with zip files - Issue #186 by @katxiao
- Enforce that each synthesizer is unique in benchmark_single_table - Issue #190 by @katxiao
- Simplify the file names inside the detailed_results_folder - Issue #191 by @katxiao
- Use SDMetrics silent report generation - Issue #179 by @katxiao
- Remove arguments in get_available_datasets - Issue #197 by @katxiao
- Accept metadata.json as valid metadata file - Issue #194 by @katxiao
- Check if file or folder exists before writing benchmarking results - Issue #196 by @katxiao
- Rename benchmarking argument "evaluate_quality" to "compute_quality_score" - Issue #195 by @katxiao
- Add option to disable sdmetrics in benchmarking - Issue #182 by @katxiao
- Prefix remote bucket with 's3' - Issue #183 by @katxiao
- Benchmarking error handling - Issue #177 by @katxiao
- Allow users to specify custom synthesizers' display names - Issue #174 by @katxiao
- Update benchmarking results columns - Issue #172 by @katxiao
- Allow custom datasets - Issue #166 by @katxiao
- Use new datasets s3 bucket - Issue #161 by @katxiao
- Create benchmark_single_table method - Issue #151 by @katxiao
- Update summary metrics - Issue #134 by @katxiao
- Benchmark individual methods - Issue #159 by @katxiao
- Add method to create a sdv variant synthesizer - Issue #152 by @katxiao
- Add method to generate a multi table synthesizer - Issue #149 by @katxiao
- Add method to create single table synthesizers - Issue #148 by @katxiao
- Updating existing synthesizers to new API - Issue #154 by @katxiao
Bug Fixes
- Pip encounters dependency issues with ipython - Issue #187 by @katxiao
- IndependentSynthesizer is printing out ConvergeWarning too many times - Issue #192 by @katxiao
- Size values in benchmarking results seems inaccurate - Issue #184 by @katxiao
- Import error in the example for benchmarking the synthesizers - Issue #139 by @katxiao
- Updates and bugfixes - Issue #132 by @csala
Maintenance
- Update README - Issue #203 by @katxiao
- Support Python Versions >=3.7 and <3.11 - Issue #170 by @katxiao
- SDGym Package Maintenance Updates documentation - Issue #163 by @katxiao
- Remove YData - Issue #168 by @katxiao
- Update to newest SDV - Issue #157 by @katxiao
- Update slack invite link. - Issue #144 by @pvk-developer
- updating workflows to work with windows - Issue #136 by @amontanez24
- Update conda dependencies - Issue #130 by @katxiao