Xai Library Python Packages

explainerdashboard

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

xaisuite

XAISuite: Train machine learning models, generate explanations, and compare different explanation systems with just a simple line of code.

tf-keras-vis

Neural network visualization toolkit for tf.keras

xai

XAI - An eXplainability toolbox for machine learning

yolov8-explainer

XAI for yoloV8

biaslyze

The NLP Bias Identification Toolkit

aime-xai

Approximate Inverse Model Explanations (AIME): model-agnostic XAI through an approximate inverse operator.

dipd

Quantifying the importance of features, as well as the importance of their interactions and dependencies.

ixai

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

xi-method

Xi method

lrp-pf-auc

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

xai-inference-engine

This repository contains the code for the XAIInferencerEngine PyPi library.

xfin-xai

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

torchprism

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

exact-ai

XAI package for pytorch models | Beginner friendly and simple to use |

contrxt

a tool for comparing the predictions of any text classifiers

ibreakdown

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

fwexplainerdashboard

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

pytorch-gpx

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

nnplot

:tv: A Python library for pruning and visualizing Keras Neural Networks' structure and weights