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Zhai, Ke's Projects

audioset icon audioset

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

infvoclda icon infvoclda

Online Latent Dirichlet Allocation with Infinite Vocabulary using Variational Inference

lasagne icon lasagne

Lightweight library to build and train neural networks in Theano

mr.lda icon mr.lda

Variational Inference of Latent Dirichlet Allocation in MapReduce

pyadagram icon pyadagram

An Adaptor Grammar model implementation in Python.

pyctm icon pyctm

A Correlated Topic Model implementation in Python.

pydpgm icon pydpgm

A Dirichlet Process Gaussian Mixture implementation in Python.

pyhdp icon pyhdp

A Hierarchical Dirichlet Process implementation in Python.

pyibp icon pyibp

An Indian Buffet Process implementation in Python.

pyigm icon pyigm

An Infinite Gaussian Mixture model implementation in Python.

pyinfvoc icon pyinfvoc

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

pylda icon pylda

A Latent Dirichlet Allocation implementation in Python.

pyllda icon pyllda

A Labeled Latent Dirichlet Allocation implementation in Python.

pylntm icon pylntm

A Logistic Normal Topic Model implementation in Python.

pynpb icon pynpb

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

pysldanormal icon pysldanormal

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

pysldasoftmax icon pysldasoftmax

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

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