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xai

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

深度学习 PyTorch grad-cam visualizations interpretability interpretable-ai interpretable-deep-learning score-cam class-activation-maps vision-transformers explainable-ai xai image-classification 机器学习 object-detection 机器视觉 explainable-ml

Python

11502

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12 天前

interpretml / interpret

Fit interpretable models. Explain blackbox machine learning.

机器学习 interpretability gradient-boosting blackbox scikit-learn xai interpretml interpretable-machine-learning interpretable-ai transparency interpretable-ml explainable-ml explainability bias 人工智能 explainable-ai differential-privacy

C++

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745

2 天前

jphall663 / awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

fairness xai interpretability transparency 机器学习数据科学 Python R Awesome Lists machine-learning-interpretability interpretable-machine-learning interpretable-ml interpretable-ai explainable-ml ai-safety privacy-enhancing-technologies privacy-preserving-machine-learning

3764

599

2 天前

SeldonIO / alibi

Algorithms for explaining machine learning models

机器学习 explanations interpretability counterfactual xai

Python

2485

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15 天前

oegedijk / explainerdashboard

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

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

Python

2372

338

4 个月前

Trusted-AI / AIX360

Interpretability and explainability of data and machine learning models

explainable-ai explainable-ml trusted-ai trusted-ml 机器学习深度学习 codait 人工智能 explainabil xai

Python

1679

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2 个月前

wangyongjie-ntu / Awesome-explainable-AI

A collection of research materials on explainable AI/ML

interpretable-ai explainable-ai interpretability xai XML

Markdown

1484

203

1 个月前

ModelOriented / DALEX

moDel Agnostic Language for Exploration and eXplanation

机器学习 interpretability 数据科学 xai model-visualization explanations explainable-ai predictive-modeling explainable-ml interpretable-machine-learning responsible-ai responsible-ml fairness

Python

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2 个月前

interpretml / DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

explainable-ml xai interpretable-machine-learning 深度学习机器学习 explainable-ai

Python

1398

200

5 个月前

EthicalML / xai

XAI - An eXplainability toolbox for machine learning

explainability xai 机器学习人工智能 bias explainable-ai explainable-ml interpretability xai-library evaluation upsampling feature-importance

Python

1162

179

3 年前

LangbaseInc / BaseAI

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.

人工智能 anthropic cohere gemini grok groq mistral openai perplexity xai

TypeScript

1012

2 个月前

lopusz / awesome-interpretable-machine-learning

interpretable-machine-learning interpretable-ml interpretable-ai xai explainable-ai 机器学习数据科学

Python

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2 年前

pbiecek / xai_resources

Interesting resources related to XAI (Explainable Artificial Intelligence)

xai interpretability interpretable-machine-learning

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3 年前

flyingdoog / awesome-graph-explainability-papers

Papers about explainability of GNNs

机器学习深度学习 graph-neural-networks xai explainable-ai explainability

717

1 个月前

deel-ai / xplique

👋 Xplique is a Neural Networks Explainability Toolbox

xai explainable-ai explainable-ml interpretability

Python

683

6 个月前

jphall663 / interpretable_machine_learning_with_python

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

机器学习 Python xai gradient-boosting-machine decision-tree 数据科学 fairness interpretable-machine-learning interpretability machine-learning-interpretability transparency data-mining interpretable-ml interpretable-ai lime h2o

Jupyter Notebook

676

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10 个月前

if-ai / ComfyUI-IF_AI_tools

ComfyUI-IF_AI_tools is a set of custom nodes for ComfyUI that allows you to generate prompts using a local Large Language Model (LLM) via Ollama. This tool enables you to enhance your image generation workflow by leveraging the power of language models.

anthropic comfyui flux gemini graphrag groq llamacpp lmstudio mistral OCR ollama rag stable-diffusion supervision transformers xai

Python

626

1 个月前