Interpretable Evaluation for AI Systems
H2O.ai Machine Learning Interpretability Resources
Code associated with my Interpretable AI Book (https://www.manning.com/books/interpretable-ai)
#大语言模型#Python & JS/TS SDK for running AI-generated code/code interpreting in your AI app
Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources
A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI 
)
Model interpretability and understanding for PyTorch
翻译 - PyTorch的模型可解释性和理解
A repository for summaries of recent explainable AI/Interpretable ML approaches
Public code for implementation and experiments with differentiable decision trees.
Book about interpretable machine learning
翻译 - 关于可解释机器学习的书
#计算机科学#Fit interpretable models. Explain blackbox machine learning.
翻译 - 拟合可解释的模型。说明黑匣子机器学习。
#计算机科学#Discovering Interpretable GAN Controls [NeurIPS 2020]
翻译 - 发现可解释的GaN控制[Neurips 2020]
iml: interpretable machine learning R package
🎎 InfoGAN: Interpretable Representation Learning
#自然语言处理#Leveraging BERT and c-TF-IDF to create easily interpretable topics.
翻译 - 利用BERT和基于类的TF-IDF创建易于理解的主题。
Interpretable Machine Learning with Python, published by Packt
interpretable-ml-book中文翻译
PyTorch Explain: Interpretable Deep Learning in Python.
PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics
An R package that makes xgboost models fully interpretable
PyTorch implementation of "Towards Interpretable Video Super-Resolution via Alternating Optimization (ECCV2022)"
Multi-Objective Molecule Generation using Interpretable Substructures (ICML 2020)
Local Interpretable Model-Agnostic Explanations (R port of original Python package)
NeurIPS 2016. Linear-time interpretable nonparametric two-sample test.