Machine Learning
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  • Introduction
  • man
  • Linear model
  • bayes
  • Logistic Regression
  • SVM
  • EM
  • Maximum Entropy
  • HMM
  • CRF
  • Random Forest
  • boosting
  • LDA
  • rank
  • Factorization Machine
  • Clustering
  • Kalman filtering
  • word2vec
  • 关联规则挖掘
  • MATH-Mathematical Analysis
  • MATH-probability
  • MATH-Linear Algebra
  • MATH-Convex optimization
  • MATH-碎碎念
  • ML碎碎念
  • 课件
  • Time Series
  • PID
  • graph
  • Anomaly Detection
  • Dimensionality Reduction
  • Federated Learning
  • automl
  • Look-alike
  • KNN
  • causal inference
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LDA

参考佳文

LDA算法漫游指南 LDA-math-神奇的Gamma函数 LDA-math-认识Beta/Dirichlet分布 LDA-math-MCMC 和 Gibbs Sampling 概率主题模型简介 Introduction to Probabilistic Topic Models 关于LDA, pLSA, SVD, Word2Vec的一些看法

Latent Dirichlet Allocation——理论篇

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Last updated 5 years ago

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