主题模型TopicModel：LDA编程实现

http://blog.csdn.net/pipisorry/article/details/45771045

LDA的python实现

从0开始实现

Shuyo的github代码：实现语言,Python,实现模型，LDA，Dirichlet Process Gaussian Mixture Model,online HDP,HDPLDA,Interactive Topic Model,Labeled LDA

地址:https://github.com/shuyo/iir/tree/master/lda

arongdari的github代码：实现语言,Python,实现模型，LDA，Correlated Topic Model,Relational topic model,Author-Topic model,HMM-LDA,Discrete Infinite logistic normal,Supervised Topic Model,Hierarchical Dirichlet process,Hierarchical Dirichlet scaling process

地址：https://github.com/arongdari/python-topic-model

ahmaurya的github代码：实现语言，Python,实现模型，Topic Over Time

github代码地址：https://github.com/ahmaurya/topics_over_time

Blei实验室的代码：实现语言，Python，实现模型，online lda,online HDP,turbo topic model,topic model visualization engine，实现语言，C，实现模型，correlated topic model,discrete infinite logistic normal,HLDA,lda,实现语言C++，实现模型，ctr,class-slda，Dynamic Topic model and the influence model,实现语言R，实现模型 lda

github代码地址：http://www.cs.columbia.edu/~blei/topicmodeling_software.html

gensim实现[主题模型TopicModel：通过gensim实现LDA ]

[Latent Dirichlet Allocation in Python

Latent Dirichlet Allocation in Python

Online LDA的python实现

Gensim and LDA: a quick tour

github:python-topic-model

Multicore LDA in Python: from over-night to over-lunch]

[Getting started with Latent Dirichlet Allocation in Python install lda]

pyspark实现LDA

[Spark：聚类算法之LDA主题模型算法 ]

皮皮Blog

LDA的c/c++实现

GibbsLDA++: A C/C++ Implementation of Latent Dirichlet Allocation (LDA) using Gibbs Sampling for Parameter Estimation and Inference

GibbsLDA++: A C/C++ Gibbs Sampling LDA | SourceForge.net

plda - A parallel C++ implementation of fast Gibbs sampling of Latent Dirichlet Allocation - Google Project Hosting

Latent Dirichlet Allocation in C

Latent Dirichlet Allocation(LDA)主题模型算法实现及源码解析_AriannaChen_新浪博客

皮皮Blog

LDA的java实现

MALLET:实现语言，Java，实现模型，LDA，HLDA,Pachinko Allocation Model，此外，还实现了HMM，最大熵马尔科夫模型和条件随机场；

yangliuy/LDAGibbsSampling · GitHub

JGibbLDA: A Java Implementation of Latent Dirichlet Allocation (LDA) using Gibbs Sampling for Parameter Estimation and Inference

概率语言模型及其变形系列(5)-LDA Gibbs Sampling 的JAVA实现 - Coding for Dreams - 博客频道 - CSDN.NET

http://www.arbylon.net/projects/LdaGibbsSampler.java

LDA的R实现

R下用GlossEx做关键词抽取和主题分析

from:http://blog.csdn.net/pipisorry/article/details/45771045

ref: 主题模型及其变种的实现代码汇总