机器学习

Lists of Notes

• 特征相关

Books

• 南瓜书PumpkinBook: 西瓜书里比较难理解的公式的解析推导

Tutorials

• MachineLearning+: Simple and straightforward tutorials on machine learning in R and Python. No boring theory. Or never-ending technical specs. Just simple guides with clear examples.
• Representation Learning on Networks
• Representation Learning Tutorial

Collections

• neural network zoo: neural network architectures
• Machine Learning Explorations
• Bruce Rosen’s Web Pages
• Machine Learning Surveys: A curated list of Machine Learning related Surveys, Overviews and Books.
• 200个精选ML、NLP、Python及数学最佳教程（zh）
• 200个精选ML、NLP、Python及数学最佳教程（en）
• PytLab: personal blog
• shataowei: personal blog
• createmomo’s notes