72 skills found · Page 1 of 3
bnpy / BnpyBayesian nonparametric machine learning for Python
IBM / Probabilistic Federated Neural MatchingBayesian Nonparametric Federated Learning of Neural Networks
otokonoko8 / Deep Bayesian Nonparametrics PapersThe collection of papers about combining deep learning and Bayesian nonparametrics
michaelchughes / NPBayesHMMNonparametric Bayesian Inference for Sequential Data. Includes state-of-the-art MCMC inference for Beta process Hidden Markov Models (BP-HMM). Implemented in Matlab.
johnmyleswhite / Bayesian NonparametricsSlides and code for Bayesian nonparametrics in R and Julia
Human-Centric-Machine-Learning / Hdhp.pyCode for "Hierarchical Dirichlet-Hawkes process: generative model and inference algorithm", WWW 2017
OFAI / BayesianNonparametrics.jlBayesianNonparametrics in julia
bayesmix-dev / BayesmixFlexible Bayesian nonparametric mixture models in C++
luiarthur / TuringBnpBenchmarksBenchmarks of Bayesian Nonparametric models in Turing and other PPLs
jstraub / DpMMlowVarBayesian nonparametric small-variance asymptotic clustering algorithms
chyikwei / BnpBayesian nonparametric models for python
rsparapa / BnptoolsR packages for Bayesian Nonparametrics
jirotubuyaki / ThunderBayesRAn R Package for Bayesian Nonparametric Clustering. We plan to implement several models.
BayesianRL / NonparametricVI.jlParticle-based and nonparametric variational methods for approximate Bayesian inference and Probabilistic Programming
paidamoyo / Survival Cluster AnalysisACM CHIL 2020: "Survival Cluster Analysis"
GAMES-UChile / BayesianSpectralEstimationBayesian nonparametric spectral estimation
debbiemarkslab / BEARThis repository is for the paper "A generative nonparametric Bayesian model for whole genomes"
premgopalan / BnprecGopalan, P., Ruiz, F. J., Ranganath, R., & Blei, D. M. (2014). Bayesian Nonparametric Poisson Factorization for Recommendation Systems. In Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics (pp. 275-283).
BigBayes / BNPMix.jlBayesian Nonparametric Mixture Models in Julia
eldronzhou / SDPRA fast and robust Bayesian nonparametric method for prediction of complex traits using GWAS summary statistics
