Metadata-Version: 2.1
Name: GANerAid
Version: 1.7
Summary: GAN library to create and validate synthetic tabular data
Home-page: https://github.com/TeamGenerAid/GANerAid
Author: TeamGenerAid
Author-email: generaid.thu@gmail.com
License: MIT License
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.7
License-File: LICENSE
Requires-Dist: numpy (>=1.19.5)
Requires-Dist: pandas (>=1.2.4)
Requires-Dist: torch (>=1.8.1)
Requires-Dist: scikit-learn (>=0.22.2)
Requires-Dist: seaborn (>=0.11.1)
Requires-Dist: tqdm (>=4.61.1)
Requires-Dist: tab-gan-metrics (>=1.1.4)
Requires-Dist: matplotlib (>=3.4.0)

GANerAid is a library meant to create synthetic clinical trials in order to anonymise and augment patient data in the field of medical science. The generated data are of the same statistical properties like as the original input data to reproduce the patient data in the best possible way without copying it.