机器学习系列

不带超链接的标题是计划要写的,慢慢更新中……

  • 🐷 = 基础知识
  • 👨‍👩‍👧‍👦 = 系列论文合集
  • 🐶 = 论文读后感

1 Maths

1.1 Linear Algebra & Functional Analysis

  • 🐷 My notes on Linear Algebra Done Right (2nd edition)

1.2 Probability & Statistics

1.3 Optimization & Numerical Computation

2 Machine Learning

2.1 Fundamentals

2.2 Deep Clustering

2.3 Subspace clustering

3 NLP

  • 🐶 NER Survey
  • 🐷 HMM
  • 🐶 Word2vec
  • 🐷 CRF
  • 🐷 Self-attention

4 CV

  • 👨‍👩‍👧‍👦 CNN & ResNet

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