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Trusted-AI/AIX360

AIX360

Interpretability and explainability of data and machine learning models

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Builder

Trusted-AI

Trusted-AI

Trusted-AI • individual

Stars

1,778

Using upstream star count

Forks

327

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jul 11, 2019

Project creation date

README Summary

[![Build](https://github.com/Trusted-AI/AIX360/actions/workflows/Build.yml/badge.svg)](https://github.com/Trusted-AI/AIX360/actions/workflows/Build.yml) [![Documentation Status](https://readthedocs.org/projects/aix360/badge/?version=latest)](https://aix360.readthedocs.io/en/latest/?badge=latest) [![PyPI version](https://badge.fury.io/py/aix360.svg?)](https://badge.fury.io/py/aix360)

Community Evaluation

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AI Dev Skills

Unmapped

Adversarial DebiasingCounterfactual ExplanationsExplainable AI (XAI)Fairness in Machine LearningFeature AttributionGlobal Model ExplanationLIME (Local Interpretable Model-agnostic Explanations)Local Model ExplanationModel-Agnostic InterpretabilityModel InterpretabilityPost-hoc Explanation MethodsSHAP (SHapley Additive exPlanations)Surrogate Model Techniques

Tags

Adversarial DebiasingCounterfactual ExplanationsExplainable AI (XAI)Fairness in Machine LearningFeature AttributionGlobal Model ExplanationLIME (Local Interpretable Model-agnostic Explanations)Local Model ExplanationModel-Agnostic InterpretabilityModel InterpretabilityPost-hoc Explanation MethodsSHAP (SHapley Additive exPlanations)Surrogate Model TechniquesCurated ListData ScienceDockerForkedMachine LearningOpen SourcePythonPyTorchResearch / PapersScikit-learnTensorFlowTutorial

Taxonomy

AI Trends

Responsible AIAI GovernanceAI SafetyTrustworthy AIAI Ethics

category

Learning ResourcesModel TrainingMLOps & InfrastructureData Science & Analytics

Deployment Context

Self-hostedOn-premiseCloud APIJupyter Notebooks

Industries

HealthcareFinancial ServicesLegal TechInsuranceGovernmentRegulatory Compliance

Modalities

TabularTextImage

Skill Areas

Explainable AI (XAI)Model InterpretabilityLIME (Local Interpretable Model-agnostic Explanations)SHAP (SHapley Additive exPlanations)Counterfactual ExplanationsFeature AttributionPost-hoc Explanation MethodsModel-Agnostic InterpretabilityGlobal Model ExplanationLocal Model ExplanationSurrogate Model TechniquesAdversarial DebiasingFairness in Machine Learning

tag

Curated ListData ScienceDockerForkedMachine LearningOpen SourcePyTorchPythonResearch / PapersScikit-learnTensorFlowTutorial

Use Cases

Model Decision ExplanationRegulatory Compliance ReportingBias Detection and MitigationFeature Importance AnalysisModel Debugging and ValidationTrustworthy AI DevelopmentAlgorithmic TransparencyRisk Assessment Explanation

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
high
Maturity
research

Categories

Learning ResourcesPrimaryMLOps & InfrastructureData Science & AnalyticsModel TrainingSearch & KnowledgeOther AI / ML

PM Skills

Data & EvaluationScale & Reliability

Languages

Python100.0%

Timeline

Project created
Jul 11, 2019
Forked
Mar 22, 2026
Your last push
2 months ago
Upstream last push
2 months ago
Tracked since
Mar 18, 2026

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