xai-library | Topic | Ecosyste.ms: Repos

Topic: "xai-library"

oegedijk/explainerdashboard

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

Language: Python - Size: 82.3 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2,392 - Forks: 341

EthicalML/xai

XAI - An eXplainability toolbox for machine learning

Language: Python - Size: 17.8 MB - Last synced at: 5 days ago - Pushed at: over 3 years ago - Stars: 1,168 - Forks: 179

keisen/tf-keras-vis

Neural network visualization toolkit for tf.keras

Language: Python - Size: 97.1 MB - Last synced at: 5 days ago - Pushed at: 2 months ago - Stars: 325 - Forks: 45

mmschlk/iXAI

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

Language: Python - Size: 972 KB - Last synced at: 21 days ago - Pushed at: 5 months ago - Stars: 54 - Forks: 4

szandala/TorchPRISM

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

Language: Python - Size: 21.2 MB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 46 - Forks: 7

trustyai-explainability/trustyai-explainability

TrustyAI Explainability Toolkit

Language: Java - Size: 19 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 39 - Forks: 42

biaslyze-dev/biaslyze

The NLP Bias Identification Toolkit

Language: Jupyter Notebook - Size: 29.7 MB - Last synced at: about 5 hours ago - Pushed at: over 1 year ago - Stars: 36 - Forks: 1

Spritan/YOLOv8_Explainer

XAI for yoloV8

Language: Jupyter Notebook - Size: 1.63 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 35 - Forks: 12

pyartemis/artemis

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

Language: Jupyter Notebook - Size: 16.6 MB - Last synced at: 15 days ago - Pushed at: over 1 year ago - Stars: 30 - Forks: 0

Crisp-Unimib/ContrXT

a tool for comparing the predictions of any text classifiers

Language: Python - Size: 6.4 MB - Last synced at: 24 days ago - Pushed at: almost 3 years ago - Stars: 25 - Forks: 2

yuyay/gpx

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

Language: Jupyter Notebook - Size: 81.1 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 1

rodrigobdz/lrp

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

Language: Python - Size: 87.9 MB - Last synced at: 25 days ago - Pushed at: almost 3 years ago - Stars: 15 - Forks: 1

stavrostheocharis/easy_explain

An XAI library that helps to explain AI models in a really quick & easy way

Language: Python - Size: 49 MB - Last synced at: 19 days ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 2

yuvalailer/nnplot

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

Language: Python - Size: 10 MB - Last synced at: 14 days ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 1

dailab/MAXi-XAI-lib

A model-agnostic library for generating explanations of machine learning predictions, supporting diverse XAI methods like CEM and LIME.

Language: Jupyter Notebook - Size: 6.04 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 9 - Forks: 0

Techtonique/teller

Model-agnostic Statistical/Machine Learning explainability (currently Python) for tabular data

Language: HTML - Size: 5.98 MB - Last synced at: 4 days ago - Pushed at: about 2 months ago - Stars: 9 - Forks: 1

11301858/XAISuite

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

Language: Python - Size: 15.3 MB - Last synced at: 14 days ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 1

mfumagalli68/xi-method

Xi method

Language: Python - Size: 2.82 MB - Last synced at: 25 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 1

CeciPani/MARLENA

A python library to agnostically explain multi-label black-box classifiers (tabular data)

Language: Jupyter Notebook - Size: 4.61 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

jettify/ibreakdown

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

Language: Jupyter Notebook - Size: 186 KB - Last synced at: 22 days ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 1

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.

Language: Java - Size: 15.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0