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v0.1.0

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@Nathanlauga Nathanlauga released this 24 Feb 10:31
· 59 commits to master since this release

First release of the TransparentAI's library.

Features :

  • start : start the ai by knowing if your ai is reliable
  • datasets : analyse a structured dataset
  • models : analyse classification or regression performance
  • explainer : understand global and local feature influence for tree and linear models
  • fairness : analyse dataset and model bias bias
  • monitoring : Compare new performances or bias with training

PyPI link : https://pypi.org/project/transparentai/0.1.0/