kzhai

InfVocLDA

Online Latent Dirichlet Allocation with Infinite Vocabulary using Variational Inference

PyNPB

Non-parametric Bayesian in Python, including Indian buffet process (IBP), hierarchical Dirichlet process (HDP).

PyLDA

A Latent Dirichlet Allocation implementation in Python.

PyCTM

A Correlated Topic Model implementation in Python.

PyAdaGram

An Adaptor Grammar model implementation in Python.

PyInfVoc

An Online Latent Dirichlet Allocation with Infinite Vocabulary implementation in Python.

Papers

Mr.LDA

Variational Inference of Latent Dirichlet Allocation in MapReduce

PyIBP

An Indian Buffet Process implementation in Python.

PyHDP

A Hierarchical Dirichlet Process implementation in Python.

PySLDASoftmax

A Supervised classification Latent Dirichlet Allocation implementation with response from a softmax distribution in Python.

PyLLDA

A Labeled Latent Dirichlet Allocation implementation in Python.

PySLDANormal

A Supervised regression Latent Dirichlet Allocation implementation with response from a normal distribution in Python.

PyANN

PyDPGM

A Dirichlet Process Gaussian Mixture implementation in Python.

PyIGM

An Infinite Gaussian Mixture model implementation in Python.

variationalTree

AudioSet

The Audio Set Ontology aims to provide a comprehensive set of categories to describe sound events.

kzhai.github.io

Lasagne

Lightweight library to build and train neural networks in Theano

Porch

PyHDPOld

PyHogsmeade

PyLNTM

A Logistic Normal Topic Model implementation in Python.

PyNaiveBayes

Python implementation of Naive Bayes for clustering

SpaClu

ynlp