xai-library topic

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

oegedijk

XAI - An eXplainability toolbox for machine learning

EthicalML

Neural network visualization toolkit for tf.keras

keisen

a tool for comparing the predictions of any text classifiers

Crisp-Unimib

Principal Image Sections Mapping. Convolutional Neural Network Visualisation and Explanation Framework

szandala

A Python package with explanation methods for extraction of feature interactions from predictive models

pyartemis

Fast and incremental explanations for online machine learning models. Works best with the river framework.

mmschlk

TrustyAI Explainability Toolkit

trustyai-explainability

The NLP Bias Identification Toolkit

biaslyze-dev

SHAP Interaction Quantification (short SHAP-IQ) is an XAI framework extending on the well-known shap explanations by introducing interactions i.e. synergy scores.

mmschlk