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9 changes: 9 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,15 @@
SynthGauge is a Python library providing a framework in which to evaluate
synthetically generated data.

> [!WARNING]
> The `synthgauge` package is no longer actively developed by the Data Science
> Campus, and its GitHub repository has been archived. You can still install
> `synthgauge` from GitHub and PyPI.
>
> We also recommend the package [`sdmetrics`](https://docs.sdv.dev/sdmetrics/)
> from the [Synthetic Data Vault](https://sdv.dev/) for all of your synthetic
> data evaluation needs.

The library provides a range of metrics and visualisations for assessing and
comparing distributions of features between real and synthetic data. At its
core is the `Evaluator` class, which provides a consistent interface for
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40 changes: 18 additions & 22 deletions setup.cfg
Original file line number Diff line number Diff line change
Expand Up @@ -21,41 +21,37 @@ classifiers =
package_dir =
= src
packages = find:
python_requires = >=3.6
python_requires = >=3.7
install_requires =
kmodes>=0.11.1
matplotlib>=3.3.2
numpy>=1.19.2
scikit-learn>=0.24.0
pandas>=1.1.3
scipy>=1.5.2
seaborn>=0.11.0,<0.12.0
kmodes==0.12.2
matplotlib==3.5.3
numpy==1.21.6
scikit-learn==1.0.2
pandas==1.3.5
scipy==1.7.3
seaborn==0.11.2

[options.packages.find]
where = src

[options.extras_require]
docs =
ipython==7.17.0; python_version>'3.6'
ipython==7.16.3; python_version<'3.7'
nbsphinx==0.8.9; python_version>'3.6'
nbsphinx==0.8.8; python_version<'3.7'
ipython==7.17.0
nbsphinx==0.8.9
nbsphinx_link==1.3.0
sphinx==4.3.2
sphinx-autoapi==1.8.4
sphinx-rtd-theme==1.0.0
test =
hypothesis>=6.47.2; python_version>'3.6'
hypothesis==6.31.6; python_version<'3.7'
pytest>=6.2.5
hypothesis==6.54.6
pytest==7.1.3
pytest-cov==3.0.0
pytest-randomly==3.12.0; python_version>'3.6'
pytest-randomly==3.10.3; python_version<'3.7'
pytest-randomly==3.12.0
dev =
black>=22.3.0
flake8>=4.0.1
interrogate>=1.5.0
isort>=5.10.1
pre-commit>=2.17.0
black==22.8.0
flake8==5.0.4
interrogate==1.5.0
isort==5.10.1
pre-commit==2.20.0
synthgauge[docs]
synthgauge[test]
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