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。
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
Interpretable Machine Learning with Python, published by Packt
iml: interpretable machine learning R package
PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics
#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
H2O.ai Machine Learning Interpretability Resources
🎎 InfoGAN: Interpretable Representation Learning
《Probabilistic Machine Learning》 - 《概率机器学习》系列丛书，作者 Kevin Murphy
PyTorch Explain: Interpretable Deep Learning in Python.
Bản dịch của cuốn "Interpretable Machine Learning: A Guide for Making Black Box Models Explainable" sang tiếng Việt
A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI 
)
《Machine Learning Systems: Design and Implementation》 中文译本 - 《机器学习系统：设计和实现》
TabNet: Attentive Interpretable Tabular Learning (Pytorch implementation)
#计算机科学#Machine learning, in numpy
翻译 - 机器学习，以数字表示
Pathologist-level interpretable whole-slide cancer diagnosis with deep learning
Basic Machine Learning and Deep Learning
翻译 - 基础机器学习和深度学习
Machine learning resources
#算法刷题#Open Machine Learning Course
翻译 - 开放式机器学习课程