SDGym
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sdv-dev
Benchmarking synthetic data generation methods.
### Environment Details Please indicate the following details about the environment in which you found the bug: * SDGym version: 0.5.0 * Python version: 3.8.13 * Operating System: macOS 12.4...
### Environment details If you are already running SDGym, please indicate the following details about the environment in which you are running it: * SDGym version:0.2.0 * Python version:3.7 *...
### Problem Description Some of the parameters in the [gretel-synthetics](https://github.com/gretelai/gretel-synthetics) implementation in SDGym can cause the model to fail during evaluation, and can be optimized for generating synthetic data (details...
### Environment Details Please indicate the following details about the environment in which you found the bug: * SDGym version: 0.5.0 * Python version: 3.7.13 * Operating System: Linux (run...
### Problem Description Current, the summary metrics from the `sdgym summary` command are `% coverage, avg time, avg score`. We can update them to be more informative about the synthesizers'...
I'm trying to reproduce you CTGAN NeurIPS paper and/or the leaderboard linked here on Github and I wonder how to benchmark with the F1 score. I'm following the code in...
The workflow tests.yml is referencing action actions/checkout using references v1. However this reference is missing the commit [a6747255bd19d7a757dbdda8c654a9f84db19839](https://github.com/actions/checkout/commits/a6747255bd19d7a757dbdda8c654a9f84db19839) which may contain fix to the some vulnerability. The vulnerability fix that...
### Description SDGym's synthesizers all inherit from the Baseline class (or BaseSynthesizer class in previous versions). Users can provide [custom synthesizer functions](https://github.com/sdv-dev/SDGym/blob/master/SYNTHESIZERS.md). The convenience inheritance is demonstrated throughout SDGym's code...
### Problem Description Currently our code is being validated only by `flake8` 'vanilla' and just a few plugins. We would like to increase the code style checks by adding more...
* SDGym version: 0.4.2.dev0 * Python version: 3.8.11 * Operating System: Windows 10 ### Description Trying to just get started running benchmarks ### What I Did ``` import sdgym from...
