explainable-ml · GitHub Topics | GitHub 中文社区

#计算机科学# 🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

翻译 - Shapash使机器学习模型透明且每个人都可以理解

python machine-learning explainability explainable-ml transparency ethical-artificial-intelligence shap lime interpretability

Jupyter Notebook2.74 k

25 天前

awesome-explainable-graph-reasoning

@AstraZeneca

#Awesome# A collection of research papers and software related to explainability in graph machine learning.

翻译 - 与图机器学习中的可解释性相关的研究论文和软件的集合。

awesome-list graph graph-algorithms deep-learning explainable-ai explainable-ml graphml

1.95 k

3 年前

DIG

@divelab

#计算机科学# A library for graph deep learning research

翻译 - 图深度学习研究库

deep-learning graph-neural-network graph-generation explainable-ml self-supervised-learning 3d-graph

Python1.89 k

4 个月前

AIX360

@Trusted-AI

#计算机科学# Interpretability and explainability of data and machine learning models

翻译 - 数据和机器学习模型的可解释性和可解释性

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

Python1.63 k

4 个月前

responsible-ai-toolbox

Microsoft@microsoft

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libr...

ui responsible-ai data-science fairness fairness-ml fairness-ai explainable-ai explainable-ml explainability machinelearning

TypeScript1.39 k

3 个月前

explainable-cnn

@ashutosh1919

📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

explainable-ai explainable-ml cnn cnn-pytorch cnn-classification grad-cam grad-cam-visualization saliency-map saliency-detection visualization

Python217

1 年前