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marcotcr/lime

lime

Lime: Explaining the predictions of any machine learning classifier

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Builder

marcotcr

marcotcr

marcotcr • individual

Stars

12,135

Using upstream star count

Forks

1,852

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Mar 15, 2016

Project creation date

README Summary

[![Build Status](https://travis-ci.org/marcotcr/lime.svg?branch=master)](https://travis-ci.org/marcotcr/lime) [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/marcotcr/lime/master)

Community Evaluation

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AI Dev Skills

Unmapped

Feature Importance AnalysisLocal Surrogate ModelingMachine Learning ExplainabilityModel-Agnostic Explanation MethodsModel InterpretabilityPermutation-based Feature Attribution

Tags

Feature Importance AnalysisLocal Surrogate ModelingMachine Learning ExplainabilityModel-Agnostic Explanation MethodsModel InterpretabilityPermutation-based Feature AttributionAPIData VisualizationForkedJupyterKerasMachine LearningNumPyPyTorchPythonResearch / PapersScikit-learnTutorialVisualization

Taxonomy

AI Trends

AI SafetyExplainable AIResponsible AIAI Transparency

category

Data Science & AnalyticsModel TrainingDev Tools & AutomationLearning Resources

Deployment Context

Browser/WASMSelf-hosted

Modalities

TabularTextImage

Skill Areas

Machine Learning ExplainabilityModel InterpretabilityLocal Surrogate ModelingFeature Importance AnalysisModel-Agnostic Explanation MethodsPermutation-based Feature Attribution

tag

APIData VisualizationForkedJupyterKerasMachine LearningNumPyPyTorchPythonResearch / PapersScikit-learnTutorialVisualization

Use Cases

Model Debugging and ValidationRegulatory Compliance ReportingBuilding Trust in ML PredictionsFeature Importance AnalysisModel Bias DetectionClinical Decision Support Explanation

Recent Activity

Updated 1 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

prototype
Quality
medium
Maturity
prototype

Categories

Data Science & AnalyticsPrimaryDev Tools & AutomationLearning ResourcesModel TrainingSearch & KnowledgeOther AI / ML

PM Skills

Developer Platform

Languages

JavaScript100.0%

Timeline

Project created
Mar 15, 2016
Forked
Mar 22, 2026
Your last push
1 years ago
Upstream last push
1 years ago
Tracked since
Jul 25, 2024

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