xai-library

There are 2 repositories under xai-library topic.

oegedijk / explainerdashboard
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
dash shap-values dashboard model-predictions data-scientists explainer interactive-dashboards permutation-importances shap plotly inner-workings interactive-plots xai-library xai
Language:Python 2224
EthicalML / xai
XAI - An eXplainability toolbox for machine learning
ai artificial-intelligence bias bias-evaluation downsampling evaluation explainability explainable-ai explainable-ml feature-importance imbalance interpretability machine-learning machine-learning-explainability ml upsampling xai xai-library
Language:Python 1057
keisen / tf-keras-vis
Neural network visualization toolkit for tf.keras
activation-maximization deep-learning explainability explainable-ai explainable-ml grad-cam gradcam gradcam-plus-plus keras keras-vis keras-visualization python saliency saliency-maps score-cam tensorflow visualization xai xai-library
Language:Python 304
TorchPRISM
szandala / TorchPRISM
Principal Image Sections Mapping. Convolutional Neural Network Visualisation and Explanation Framework
xai pytorch xai-library explainable-ai trustworthy-ai explainable-machine-learning neural-networks
Language:Python 47
mmschlk / iXAI
Fast and incremental explanations for online machine learning models. Works best with the river framework.
machine-learning online-learning xai-library
Language:Python 41
biaslyze-dev / biaslyze
The NLP Bias Identification Toolkit
ethics-in-ai explainable-ai machine-learning nlp xai-library
Language:Jupyter Notebook 31
Crisp-Unimib / ContrXT
a tool for comparing the predictions of any text classifiers
machine-learning text-classification natural-language-processing nlp xai xai-library trustworthy-machine-learning trustworthy-ai data-science interpretable-machine-learning text-classification-python explainable-ml human-computer-interaction datascience-machinelearning code-quality data-visualization natural-language
Language:Python 24
pyartemis / artemis
A Python package with explanation methods for extraction of feature interactions from predictive models
data-science explainability explainable-ai explainable-ml explanatory-model-analysis iml interpretability interpretable-machine-learning machine-learning predictive-modeling xai xai-library
Language:Jupyter Notebook 21
shapiq
mmschlk / shapiq
SHAP Interaction Quantification (short SHAP-IQ) is an XAI framework extending on the well-known shap explanations by introducing interactions i.e. synergy scores.
feature-importance python visualization xai xai-library feature-interactions
Language:Python 20
trustyai-explainability / trustyai-explainability
TrustyAI Explainability Toolkit
explainability explainableai java xai xai-library interpretability python hacktoberfest
Language:Java 17
yuyay / gpx
Official implementation of GPX: Gaussian Process Regression with Interpretable Sample-wise Feature Weights (published on TNNLS)
machine-learning machine-learning-library gaussian-processes xai xai-library interpretable-machine-learning explainable-ai pytorch
Language:Jupyter Notebook 15
yuvalailer / nnplot
:tv: A Python library for pruning and visualizing Keras Neural Networks' structure and weights
neural-network neural-networks neural-network-architectures neural-network-python visualization visualization-tools weights-visualization pruning keras-visualization keras-neural-networks xai xai-library explainable-ai explainable-ml explainable-artificial-intelligence explainable-deepneuralnetwork explainable
Language:Python 9
stavrostheocharis / easy_explain
A library that helps to explain AI models in a really quick & easy way
artificial-intelligence explainable-ai explainable-artificial-intelligence gradcam image lrp occlusion xai xai-library yolov8
Language:Python 8
CeciPani / MARLENA
A python library to agnostically explain multi-label black-box classifiers (tabular data)
explainability explainable-ai explainable-artificial-intelligence explainable-ml explanation interpretability interpretable-ai interpretable-machine-learning interpretable-ml multilabel multilabel-classification multilabel-model python3 xai xai-library
Language:Jupyter Notebook 7
Techtonique / teller
Model-agnostic Statistical/Machine Learning explainability (currently Python) for tabular data
xai xai-library explainable-ai
Language:Jupyter Notebook 7
ANN4j
Aatmaj-Zephyr / ANN4j
Artificial Neural Networks for Java This package provides Object oriented Neural Networks for making Explainable Networks. Object Oriented Network structure is helpful for observing each and every element the model. This package is developed for XAI research and development.
ann java neural-network java-package java-packages java-neural-network xai xai-library ann4j java-libraries java-library javalibrary ai multilayer-perceptron multilayer-perceptron-network xai-java object-oriented-neural-network object-oriented-neural-networks oonn
Language:Java 6
rodrigobdz / lrp
Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curve.
activation-curve layer-wise-relevance-propagation pixel-flipping region-perturbation pruning-curve area-under-curve qualitative-evaluation quantitative-evaluation dataloader ilsvrc2012 imagenet-dataset au-mse auac xai xai-library lrp pf pytorch
Language:Python 6
XAISuite
11301858 / XAISuite
XAISuite: Train machine learning models, generate explanations, and compare different explanation systems with just a simple line of code.
comparison-tool explainable-ai explainable-machine-learning machine-learning machine-learning-algorithms python xai-library interpretable-machine-learning pytorch-compatible sklearn-compatible tensorflow-compatible
Language:Python 5
mfumagalli68 / xi-method
Xi method
explainable-ai explainable-ml interpretable-machine-learning machine-learning xai xai-library
Language:Python 5
jettify / ibreakdown
ibreakdown is model agnostic predictions explainer with interactions support, library can show contribution of each feature of your prediction value
xai xai-library explainable-ai explainability
Language:Jupyter Notebook 4
Spritan / YOLOv8_Explainer
XAI for yoloV8
computer-vision object-detection xai-library yolo
Language:Jupyter Notebook 4
11301858 / xaisuitecli
CLI for XAISuite Library
cli command-line-tool explainability explainable-ai machine-learning xai-library command-line
Language:Go 2
rule-relevance-score
msetzu / rule-relevance-score
A scoring system for explainability
explainable-ai xai xai-library global-explanation
Language:HTML 2
11301858 / xaisuiteblock
Block code for the XAISuite library: 11301858.github.io/xaisuiteweb
block-editor educational-software explainability machine-learning xai-library
Language:JavaScript 1
ksoh97 / My_investigate
XAI approaches based on the TensorFlow framework to understand neural networks decision
interpretability xai-library investigation
Language:Python 1
shilpi0610 / Stock-Market-Prediction
lstm-model xai-library
Language:Jupyter Notebook 1
SuienS / xai-inference-engine
This repository contains the code for the XAIInferencerEngine PyPi library.
cnn python pytorch saliency-map xai xai-library fm-g-cam
Language:Jupyter Notebook 0
easyans / XAI-Enhanced-MRI-Analysis-for-AD-s-Prediction.
This project uses XAI to make AI-based Alzheimer's predictions understandable for doctors, aiming to improve diagnosis & treatment for patients
cnn cnn-classification deep-learning knn machine-learning pickle python3 xai xai-library
Language:Python