machine learning
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Updated
Jul 31, 2018 - MATLAB
machine learning
The code for DirBN in NeurIPS 2018
The code for the paper "Inter and Intra Topic Structure Learning with Word Embeddings" in ICML 2018.
Group sparse NMF, variational Bayesian learning.
Bayesian Inference performed using Collapsed Gibbs Sampling
MATLAB based Topic Modelling for scientific articles.
MIGA is a short text clustering/aggregation topic model that leverages document metadata
nHDP code from John Paisley with comments and Redis document access
The code of the project that extends the paper "A Word Embeddings Informed Focused Topic Model"
Repository for my course projects in I.I.T Kanpur
The Matlab Code for the ICML 2015 paper "Scalable Deep Poisson Factor Analysis for Topic Modeling"
Algorithms for tensor decomposition in GMM, LDA topic models etc.
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