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oegedijk
explainerdashboard

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

46K 2K 345
keisen
tf-keras-vis

Neural network visualization toolkit for tf.keras

8K 338 47
11301858
xaisuite

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

5K 7 1
Spritan
yolov8-explainer

Python packages that enable XAI methods for YOLOv8

2K 49 18
EthicalML
xai

XAI - An industry-ready machine learning library that ensures explainable AI by design

955 1K 185
rodrigobdz
lrp-pf-auc

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

301 17 1
biaslyze-dev
biaslyze

The NLP Bias Identification Toolkit

291 39 2
szandala
torchprism

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

280 46 7
mfumagalli68
xi-method

Xi method

266 6 1
mmschlk
ixai

Explainable Artificial Intelligence for dynamic and Incremental models.

264 56 5
SuienS
xai-inference-engine

A pip package for XAI Inferencing

260 2 1
dhruvparmar10
xfin-xai

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

162 2 0
yuyay
pytorch-gpx

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

155 17 1
gcskoenig
dipd

Disentangling Interactions and Dependencies (DIP) Decomposition.

110 8 3
Crisp-Unimib
contrxt

a tool for comparing the predictions of any text classifiers

92 27 2
jettify
ibreakdown

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

80 3 1
oegedijk
fwexplainerdashboard

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

75 2K 345
Yuval-Ai
nnplot

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

63 10 1
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