Xai Library Python Packages

explainerdashboard

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

tf-keras-vis

Neural network visualization toolkit for tf.keras

xaisuite

XAISuite: Training and Explanation Generation Utilities for Machine Learning Models

aime-xai

AIME (Approximate Inverse Model Explanations) — inverse-operator XAI with publication-grade visualisations and an inverse-explanation evaluation suite.

yolov8-explainer

XAI for yoloV8

xai

XAI - An eXplainability toolbox for machine learning

torchprism

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

biaslyze

The NLP Bias Identification Toolkit

dipd

Disentangling Interactions and Dependencies (DIP) Decomposition.

ixai

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

lrp-pf-auc

Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curve.

pytorch-gpx

Official implementation of GPX: Gaussian Process Regression with Interpretable Sample-wise Feature Weights (published on TNNLS)

xai-inference-engine

A pip package for XAI Inferencing

xi-method

Xi method

xfin-xai

Privacy-Preserving Explainable AI Library for Financial Services and Banking Systems

exact-ai

Comprehensive Library for explainable AI (XAI) methods.

fwexplainerdashboard

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

ibreakdown

ibreakdown is model agnostic predictions explainer with interactions support, library can show contribution of each feature of your prediction value

contrxt

a tool for comparing the predictions of any text classifiers

nnplot

Plot Neural Networks and the weights of the links between their nodes