centre-for-humanities-computing/tweetopic

Blazing fast topic modelling for short texts.

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jonaschn/awesome-topic-models

✨ Awesome - A curated list of amazing Topic Models (implementations, libraries, and resources)

Size: 53.7 KB - Last synced at: 27 days ago - Pushed at: about 3 years ago - Stars: 98 - Forks: 9

go-nlp/dmmclust

dmmclust is a package for clustering short texts, based on Yin and Wang (2014)

Language: Go - Size: 24.4 KB - Last synced at: 23 days ago - Pushed at: over 7 years ago - Stars: 26 - Forks: 6

BGU-CS-VIL/VersatileHDPMixtureModels.jl

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

Language: Julia - Size: 19.9 MB - Last synced at: 1 day ago - Pushed at: almost 4 years ago - Stars: 9 - Forks: 4

shamshirialireza/Constory

Automatic story investigator of public perception on the mega urban infrastructure project

Language: Python - Size: 1.03 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

DiogoFerrari/hdpGLM

Hierarchical Dirichlet Process Generalized Linear Models

Language: R - Size: 42.4 MB - Last synced at: 6 days ago - Pushed at: 5 months ago - Stars: 12 - Forks: 4

tjbucco/EMT-BNP-Learning

MATLAB code for journal paper ``Extended Multiobject Tracking with Nonparametric Bayesian Learning of Object Classes and Model Parameters"

Language: MATLAB - Size: 140 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

OFAI/BayesianNonparametrics.jl

BayesianNonparametrics in julia

Language: Julia - Size: 284 KB - Last synced at: 5 months ago - Pushed at: about 7 years ago - Stars: 32 - Forks: 11

ekinakyurek/DPMM.jl

Clustering via Dirichlet Process Mixture Models

Language: Julia - Size: 5.25 MB - Last synced at: 5 months ago - Pushed at: about 6 years ago - Stars: 6 - Forks: 2

BGU-CS-VIL/DPMMSubClusters.jl

Distributed MCMC Inference in Dirichlet Process Mixture Models (High Performance Machine Learning Workshop 2019)

Language: Julia - Size: 2.84 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 34 - Forks: 12

oedatainsight/GLP_DPMM_analysis

Statistical analysis and modeling using R, particularly with a focus on cluster analysis and visualization of probabilities

Language: R - Size: 1.3 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

Grice-Lab/HmmUFOtu

An HMM and Phylogenetic Placement based Ultra-Fast Taxonomy Assignment Tool for 16S sequencing

Language: C++ - Size: 53.3 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 11 - Forks: 9

igutierrezm/DPMNeal3.jl

A Julia interface for Dirichlet process mixture (DPM) models using Neal's algorithm 3.

Language: Julia - Size: 256 KB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

marcopollostat/Bayesian_Nonparametric_Frailty

Codes for estimates of intensity functions parameters of multivariate counting processes and density estimation for latent variable.

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ttperr/DD2434-ML-KTH

DD2434 - Machine Learning Advanced projects at KTH.

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lipovec-t/vi-gaussian-dpm

Coordinate Ascent Variational Inference for Dirichlet Process Mixtures of Gaussians

Language: Python - Size: 1.72 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

XiaoruiZhu/DPMM

Dirichlet Process Mixture Model

Language: JavaScript - Size: 8.17 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

Niccolo-Ajroldi/Functional-BNP-clustering

Bayesian nonparametric clustering of functional data.

Language: R - Size: 175 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

GiovanniPoli/Dirichlet_Proces_Pattern_Analysis

Semi-parametric Bayesian model for pattern identification in a mutiple biomarkers dataset

Language: R - Size: 353 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

dvav/clonosGP

A statistical approach for clonal deconvolution in cancer using longitudinal NGS data

Language: Jupyter Notebook - Size: 1.86 MB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 7 - Forks: 0

jundsp/gibbs

Gibbs samplers for inferring latent variables and learning the parameters of Bayesian hierarchical models.

Language: Python - Size: 6.94 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

lee813/pydpmm

Direct Gibbs sampling for DPMM using python.

Language: Python - Size: 12.7 KB - Last synced at: almost 2 years ago - Pushed at: over 8 years ago - Stars: 14 - Forks: 7

Ghiara/diva

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

Language: Jupyter Notebook - Size: 61.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

hanyas/mimo

A toolbox for inference of mixture models

Language: Python - Size: 713 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 4

sdeepaknarayanan/Dirichlet-Process-Demonstration

A demo of Dirichlet Distribution, Dirichlet Process and the Chinese Restaurant Process based GMM Clustering

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JayKumarr/OSGM

This code belongs to paper entitled "An Online Semantic-enhanced Graphical Model for Evolving Short Text Stream Clustering"

Language: Python - Size: 838 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

JayKumarr/OSDM

This code belongs to ACL conference paper entitled as "An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering"

Language: Python - Size: 831 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 14 - Forks: 4

laurimi/ddcrp-gibbs

Gibbs sampler for the Distance Dependent Chinese Restaurant Process

Language: C++ - Size: 40 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 8 - Forks: 6

blakemoya/MDPolya

Implementation of the Polya completion algorithm for uncertainty restoration of the marginal MDP model

Language: R - Size: 17.6 KB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

jefio/dpsearch

Dirichlet Process Mixtures with the DPSearch algorithm.

Language: Python - Size: 7.81 KB - Last synced at: 27 days ago - Pushed at: almost 8 years ago - Stars: 2 - Forks: 2

mkomod/dpmm

Language: R - Size: 115 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

aayux/bayesian-models

Experimental, possibly useful Bayesian models written in PyMC3

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sirusb/R3CPET

3CPET: Finding Co-factor Complexes in Chia-PET experiment using a Hierarchical Dirichlet Process

Language: R - Size: 6.48 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1