v0.1.0
First release of the TransparentAI's library.
Features :
start
: start the ai by knowing if your ai is reliabledatasets
: analyse a structured datasetmodels
: analyse classification or regression performanceexplainer
: understand global and local feature influence for tree and linear modelsfairness
: analyse dataset and model bias biasmonitoring
: Compare new performances or bias with training
PyPI link : https://pypi.org/project/transparentai/0.1.0/