xai · GitHub Topics

#计算机科学#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 11.76 k

2 个月前

elder-plinius / CL4R1T4S

#大语言模型#SYSTEM PROMPT TRANSPARENCY FOR ALL - CHATGPT, GEMINI, GROK, CLAUDE, PERPLEXITY, CURSOR, WINDSURF, DEVIN, REPLIT, AND MORE!

人工智能 ChatGPT cursor gemini Google grok leak openai 工具 transparency windsurf xai prompt-engineering red-team red-teaming agents prompts

6.62 k

19 天前

interpretml / interpret

#计算机科学#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++ 6.53 k

6 天前

jphall663 / awesome-machine-learning-interpretability

#Awesome#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

3.8 k

5 天前

SeldonIO / alibi

#计算机科学#Algorithms for explaining machine learning models

机器学习 explanations interpretability counterfactual xai

Python 2.52 k

1 个月前

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 2.4 k

9 天前

Trusted-AI / AIX360

#计算机科学#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 1.7 k

4 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 1.51 k

3 个月前

ModelOriented / DALEX

#计算机科学#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 1.42 k

4 个月前

interpretml / DiCE

#计算机科学#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 1.41 k

15 天前

EthicalML / xai

#计算机科学#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 1.18 k

4 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 1.07 k

4 个月前

lopusz / awesome-interpretable-machine-learning

#计算机科学#

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

Python 916

2 年前

pbiecek / xai_resources

Interesting resources related to XAI (Explainable Artificial Intelligence)

xai interpretability interpretable-machine-learning

R 831

3 年前

flyingdoog / awesome-graph-explainability-papers

#计算机科学#Papers about explainability of GNNs

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

732

1 个月前

deel-ai / xplique

👋 Xplique is a Neural Networks Explainability Toolbox

xai explainable-ai explainable-ml interpretability

Python 689

8 个月前

jphall663 / interpretable_machine_learning_with_python

#计算机科学#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 681

1 年前

frankroeder / parrot.nvim

#大语言模型#parrot.nvim 🦜 - the plugin that brings stochastic parrots to Neovim.

gpt large-language-models 大语言模型 Neovim 插件 prompting ChatGPT openai openai-api ollama anthropic gemini claude-3-5-sonnet gpt-4o perplexity gemini-api grok xai

Lua 651

10 天前

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...

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

Python 651

3 个月前

understandable-machine-intelligence-lab / Quantus

#计算机科学#Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations

机器学习 explainable-ai 深度学习 PyTorch Tensorflow interpretability xai reproducibility

Jupyter Notebook 600

4 个月前