PyDigger - unearthing stuff about Python


NameVersionSummarydate
pyartemis 0.1.5 A Python package with explanation methods for extraction of feature interactions from predictive models 2023-11-18 00:25:13
corr-shap 0.0.2 This package is an extension of the KernelExplainer of shap package that explains the output of any machine learning model, taking into account dependencies between features. 2023-11-14 11:04:28
xai_explainer 0.2.3 A package for explaining deep learning models 2023-11-04 11:48:10
innvestigate 2.1.2 A toolbox to innvestigate neural networks' predictions. 2023-10-12 14:56:02
aequitas-lib 1.0.0 Core library of the Aequitas project 2023-10-11 13:46:23
intel-xai 0.6.0 IntelĀ® Explainable AI Tools 2023-10-06 23:13:28
xi-method 0.1.7 Post hoc explanations for ML models through measures of statistical dependence 2023-09-22 15:34:19
metaquantus 0.0.5 MetaQuantus is a XAI performance tool for identifying reliable metrics. 2023-09-13 09:32:57
xai-kit 0.0.7 Explainable Artificial Intelligence (XAI) Library 2023-09-10 23:25:22
xaiz 0.0.3 Explainable Artificial Intelligence (XAI) Library 2023-09-09 17:29:21
XAISuite 2.9.2 XAISuite: Training and Explanation Generation Utilities for Machine Learning Models 2023-09-05 01:21:31
pyxai-experimental 1.0.post1 Explaining Machine Learning Classifiers in Python 2023-09-04 10:58:11
revelionn 1.0.2 Retrospective Extraction of Visual and Logical Insights for Ontology-based interpretation of Neural Networks 2023-09-04 01:27:09
itershap 0.1.1 Iterative feature selection method using SHAP values 2023-08-16 08:56:45
manic-xai 1.0.81 Genetic Algorithm for Generating Metacounterfactual Explanations 2023-08-15 00:14:35
ClarityAI 1.0.0 ClarityAI is a Python package designed to empower machine learning practitioners with a wide range of interpretability methods to enhance the transparency and explainability of their ML models. 2023-08-12 20:26:16
contrastive-xai 0.1.1 Contrastive Explainable AI Algorithms 2023-07-31 02:54:27
prolog-primitives 1.2.2 description here 2023-07-21 18:08:10
omnixai 1.3.1 OmniXAI: An Explainable AI Toolbox 2023-07-16 04:58:16
SIGN-XAI 1.0.0 SIGNed explanations: Unveiling relevant features by reducing bias 2023-07-10 10:35:24
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