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DIVA: A Dirichlet Process Mixtures Based Incremental Deep Clustering Algorithm via Variational Auto-Encoder

Collection of probabilistic models and inference algorithms

A Latent Dirichlet Allocation implementation in Python.

Visualization of Gibbs sampling for 2D Gaussian distribution

Python implementation of Restricted Boltzmann Machine (RBM). And an example on MNIST dataset.

Code for our UAI '20 paper "Scalable and Flexible Clustering of Grouped Data via Parallel and Distributed Sampling in Versatile Hierarchical Dirichlet Processes"

Bayesian Non-Parametric Image Segmentation using HDP-MRF

Coordinate Ascent Variational Inference for Dirichlet Process Mixtures of Gaussians