Dirichlet Process K-means
- Updated
- C++
#
bayesian-nonparametric-models
Here are 20 public repositories matching this topic...
BayesianNonparametrics in julia
julia bayesian-methods bayesian-machine-learning bayesian-nonparametric-models dirichlet-process-mixtures
- Updated
- Julia
◽ <- ⚪ Structural Equation Modeling from a broader context.
r irt topic-modeling graphical-models sem mixture-model growth-curves latent-variable-models bayesian-nonparametric-models structural-equation-modeling lavaan
- Updated
- R
Benchmarks of Bayesian Nonparametric models in Turing and other PPLs
julia-language benchmarks probabilistic-programming bayesian-inference bayesian-nonparametric-models
- Updated
- Jupyter Notebook
An R Package for Bayesian Nonparametric Clustering. We plan to implement several models.
data-science machine-learning r simulation clustering cluster bayesian-methods data-analysis bayesian bayes r-package clustering-algorithm bayesian-statistics dirichlet-process data-clustering-algorithm bayesian-nonparametric-models nonparametric crp clustering-methods bayesian-nonparametrics
- Updated
- R
Bayesian Nonparametric Mixture Models in Julia
- Updated
- Julia
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.
hmm time-series clustering segmentation ibp hidden-markov-model bayesian-nonparametric-models covariance-matrices spcm-crp state-clustering ibp-hmm transform-invariance
- Updated
- MATLAB
Thermostat-assisted continuously-tempered Hamiltonian Monte Carlo for Bayesian learning
deep-learning bayesian-methods hybrid-monte-carlo bayesian-nonparametric-models bayesian-neural-networks sampling-methods
- Updated
- Python
Probabilistic inference of somatic copy number alterations using repeat DNA (FAST-SeqS)
r genomics bayesian-methods bayesian-inference mcmc probabilistic-graphical-models copy-number-variation rcpparmadillo bayesian-nonparametric-models probabilistic-models copy-number
- Updated
- C++
Bayesian Non-Parametric Image Segmentation using HDP-MRF
machine-learning cancer-imaging-research bayesian-inference image-segmentation gibbs-sampling bayesian-nonparametric-models monte-carlo-sampling medical-image-analysis
- Updated
- Python
Bayesian Nonparametric Mixture Models in Java
- Updated
- Java
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.
clustering covariance-matrix similarity-matrix bayesian-nonparametric-models spectral-clustering spcm-crp transform-invariance
- Updated
- MATLAB
A Julia Package for Bayesian Nonparametric Analysis for Machine Learning
machine-learning statistics time-series clustering julia bayesian bayesian-inference bayes cluster-analysis clustering-algorithm bayesian-statistics bayesian-cluster-analysis bayesian-nonparametric-models chinese-restaurant-process bayesian-nonparametrics bayesian-nonparametric-methods
- Updated
- Julia
3 week Capstone project with BP - predicting part failure based on historical data
data-science linear-regression series-data gaussian-processes bayesian-nonparametric-models data-munging compressor-failures
- Updated
Survival Based Clustering : Consistent Clustering of continuous molecular data with censored survival times
- Updated
- R
MATLAB code for journal paper ``Extended Multiobject Tracking with Nonparametric Bayesian Learning of Object Classes and Model Parameters"
clustering dirichlet-process bayesian-nonparametric-models dirichlet-process-mixtures extended-object-tracking multitarget-tracking multiobject-tracking
- Updated
- MATLAB
Statistical analysis and modeling using R, particularly with a focus on cluster analysis and visualization of probabilities
- Updated
- R
Beta Kernel Processes Modeling
kernel-methods r-package dirichlet-process bayesian-nonparametric-models dirichlet-multinomial beta-binomial beta-kernel-process dirichlet-kernel-process beta-process
- Updated
- R
Rcpp Package implements Hierarchical Functional Models
- Updated
- C++
Bayesian Nonparametrics Models
- Updated
- TeX
Improve this page
Add a description, image, and links to the bayesian-nonparametric-models topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the bayesian-nonparametric-models topic, visit your repo's landing page and select "manage topics."