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jacobgil /pytorch-grad-cam

Star12.3k

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

machine-learning computer-vision deep-learning grad-cam pytorch image-classification object-detection visualizations interpretability class-activation-maps interpretable-deep-learning interpretable-ai explainable-ai explainable-ml xai score-cam vision-transformers

UpdatedApr 7, 2025
Python

interpretml /interpret

Star6.7k

Fit interpretable models. Explain blackbox machine learning.

machine-learning ai scikit-learn artificial-intelligence transparency blackbox bias differential-privacy gradient-boosting interpretability interpretable-ai interpretable-ml explainable-ai explainable-ml xai interpretable-machine-learning iml explainability interpretml

UpdatedOct 24, 2025
C++

jphall663 /awesome-machine-learning-interpretability

Star3.9k

A curated list of awesome responsible machine learning resources.

python data-science machine-learning awesome r awesome-list transparency fairness ai-safety privacy-enhancing-technologies interpretability interpretable-ai interpretable-ml explainable-ml xai interpretable-machine-learning privacy-preserving-machine-learning machine-learning-interpretability secure-ml reliable-ai

UpdatedNov 5, 2025

SeldonIO /alibi

Star2.6k

Algorithms for explaining machine learning models

machine-learning interpretability counterfactual explanations xai

UpdatedOct 17, 2025
Python

oegedijk /explainerdashboard

Sponsor

Star2.5k

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

dashboard plotly dash data-scientists model-predictions interactive-plots interactive-dashboards xai inner-workings shap explainer xai-library shap-values permutation-importances

UpdatedAug 1, 2025
Python

superagent-ai /grok-cli

Star2k

An open-source AI agent that brings the power of Grok directly into your terminal.

cli ai code agents grok xai

UpdatedOct 1, 2025
TypeScript

Trusted-AI /AIX360

Star1.7k

Interpretability and explainability of data and machine learning models

machine-learning deep-learning artificial-intelligence ibm-research explainable-ai explainable-ml xai ibm-research-ai codait trusted-ai trusted-ml explainabil

UpdatedFeb 26, 2025
Python

wangyongjie-ntu /Awesome-explainable-AI

Star1.6k

A collection of research materials on explainable AI/ML

xml interpretability explanation-system interpretable-ai explainable-ai xai counterfactual-explanations recourse

UpdatedOct 2, 2025
Markdown

interpretml /DiCE

Star1.5k

Generate Diverse Counterfactual Explanations for any machine learning model.

machine-learning deep-learning explainable-ai explainable-ml xai interpretable-machine-learning counterfactual-explanations

UpdatedJul 13, 2025
Python

ModelOriented /DALEX

Star1.4k

moDel Agnostic Language for Exploration and eXplanation (JMLR 2018; JMLR 2021)

black-box data-science machine-learning predictive-modeling fairness interpretability explainable-artificial-intelligence explanations explainable-ai explainable-ml xai model-visualization interpretable-machine-learning iml dalex responsible-ai responsible-ml explanatory-model-analysis

UpdatedOct 19, 2025
Python

EthicalML /xai

Star1.2k

XAI - An eXplainability toolbox for machine learning

machine-learning ai evaluation ml artificial-intelligence upsampling bias interpretability feature-importance explainable-ai explainable-ml xai imbalance downsampling explainability bias-evaluation machine-learning-explainability xai-library

UpdatedOct 30, 2021
Python

LangbaseInc /BaseAI

Star1.2k

BaseAI — The Web AI Framework. The easiest way to build serverless autonomous AI agents with memory. Start building local-first, agentic pipes, tools, and memory. Deploy serverless with one command.

ai artificial-intelligence gemini openai grok mistral cohere xai perplexity groq anthropic togetherai langbase baseai firewor

UpdatedSep 9, 2025
TypeScript

lopusz /awesome-interpretable-machine-learning

Star918

data-science machine-learning interpretable-ai interpretable-ml explainable-ai xai interpretable-machine-learning

UpdatedMar 19, 2023
Python

优质稳定的OpenAI、Gemini、Claude等的API接口-For企业和开发者。OpenAI的api proxy，支持ChatGPT的API调用，支持Anthropic claude的官方接口形式，支持Google gemini的官方接口形式，支持：gpt-5，sora。不需要openai Key, 不需要买openai的账号，不需要美元的银行卡，通通不用的，直接调用就行，稳定好用！！智增增

google proxy prompt gemini openai china gpt claude finetune finetuning xai openai-api gpt4 chatgpt anthropic openai-proxy gpt5

UpdatedOct 24, 2025
PHP

pbiecek /xai_resources

Sponsor

Star840

Interesting resources related to XAI (Explainable Artificial Intelligence)

interpretability xai interpretable-machine-learning

UpdatedMay 31, 2022
R

lintsinghua /XCodeReviewer

Star820

XCodeReviewer 是一款基于大语言模型（LLM）的智能审计工具，支持 GPT、Claude、Gemini、通义千问、DeepSeek、Ollama 等十余主流 AI 模型。它能够自动检测代码中的安全漏洞、性能问题和代码异味，显著提升代码质量与安全性。XCodeReviewer 支持 GitHub/GitLab 集成，可无缝嵌入 CI/CD 流程，实现自动化代码审查与持续安全保障，同时兼容十多种编程语言，满足多样化项目需求。

react typescript ai developer-tools code-review code-quality security-scanner devsecops vulnerability-scanner sast xai code-audit vite bug-detection supabase llm google-gemini