Topic: "bayesian-nonparametric-models"
vsmolyakov/DP_means
Dirichlet Process K-means
Language: C++ - Size: 220 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 47 - Forks: 16
OFAI/BayesianNonparametrics.jl
BayesianNonparametrics in julia
Language: Julia - Size: 284 KB - Last synced at: about 2 months ago - Pushed at: almost 7 years ago - Stars: 32 - Forks: 11
m-clark/sem
:white_medium_small_square: <- :white_circle: Structural Equation Modeling from a broader context.
Language: R - Size: 58.3 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 31 - Forks: 18
luiarthur/TuringBnpBenchmarks
Benchmarks of Bayesian Nonparametric models in Turing and other PPLs
Language: Jupyter Notebook - Size: 36.7 MB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 29 - Forks: 1
nbfigueroa/ICSC-HMM
Toolbox for IBP Coupled SPCM-CRP Hidden Markov Model. Also contains code for EM-based HMM learning and inference for Bayesian non-parametric HDP-HMM and IBP-HMM.
Language: MATLAB - Size: 1.09 GB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 14 - Forks: 7
BigBayes/BNPMix.jl
Bayesian Nonparametric Mixture Models in Julia
Language: Julia - Size: 50.8 KB - Last synced at: 6 months ago - Pushed at: over 7 years ago - Stars: 14 - Forks: 0
jirotubuyaki/ThunderBayesR
An R Package for Bayesian Nonparametric Clustering. We plan to implement several models.
Language: R - Size: 127 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 13 - Forks: 4
samabs/conliga
Probabilistic inference of somatic copy number alterations using repeat DNA (FAST-SeqS)
Language: C++ - Size: 5.1 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 1
hsvgbkhgbv/Thermostat-assisted-continuously-tempered-Hamiltonian-Monte-Carlo-for-Bayesian-learning
Thermostat-assisted continuously-tempered Hamiltonian Monte Carlo for Bayesian learning
Language: Python - Size: 77.1 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 7 - Forks: 1
ryanneph/BNPSeg
Bayesian Non-Parametric Image Segmentation using HDP-MRF
Language: Python - Size: 1.01 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 7 - Forks: 4
nbfigueroa/SPCM-CRP
Toolbox for spectral non-parametric clustering of SPD matices (covariance matrices and ellipsoids). Also contains code for EM-based GMM learning and inference for Bayesian non-parametric CRP-GMM.
Language: MATLAB - Size: 130 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 6 - Forks: 2
BigBayes/BNPMix.java
Bayesian Nonparametric Mixture Models in Java
Language: Java - Size: 31.6 MB - Last synced at: 6 months ago - Pushed at: almost 8 years ago - Stars: 6 - Forks: 1
jirotubuyaki/ThunderBayes.jl
A Julia Package for Bayesian Nonparametric Analysis for Machine Learning
Language: Julia - Size: 278 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0
bdoremus/BreakingLessBad
3 week Capstone project with BP - predicting part failure based on historical data
Size: 11.9 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
ashar799/SBC
Survival Based Clustering : Consistent Clustering of continuous molecular data with censored survival times
Language: R - Size: 2.98 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 0
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: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0
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: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
Qian-Li/HFM
Rcpp Package implements Hierarchical Functional Models
Language: C++ - Size: 38.1 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0
omartrinidad/ep2017
Bayesian Nonparametrics Models
Language: TeX - Size: 4.26 MB - Last synced at: almost 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0
