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The Top 36 Mcmc Open Source Projects
Categories
>
Computer Science
>
Mcmc
Pymc3
⭐
5,329
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano
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Emcee
⭐
1,075
The Python ensemble sampling toolkit for affine-invariant MCMC
Turing.jl
⭐
1,031
Bayesian inference with probabilistic programming.
Owl
⭐
871
Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz
Bayesian Neural Networks
⭐
756
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Boltzmann Machines
⭐
753
Boltzmann Machines in TensorFlow with examples
Bda_py_demos
⭐
737
Bayesian Data Analysis demos for Python
Rstan
⭐
723
RStan, the R interface to Stan
Convchain
⭐
571
Bitmap generation from a single example with convolutions and MCMC
Dbda Python
⭐
465
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
Bda_r_demos
⭐
387
Bayesian Data Analysis demos for R
Bayadera
⭐
334
High-performance Bayesian Data Analysis on the GPU in Clojure
Bayesplot
⭐
236
bayesplot R package for plotting Bayesian models
Probabilistic Models
⭐
207
Collection of probabilistic models and inference algorithms
Mcmc
⭐
200
Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.
Shinystan
⭐
167
shinystan R package and ShinyStan GUI
Stan.jl
⭐
154
Stan.jl illustrates the usage of the new 'single method' packages, e.g. StanSample, StanOptimize, etc.
Deep Generative Models For Natural Language Processing
⭐
148
DGMs for NLP paper list
Beast2
⭐
145
Bayesian Evolutionary Analysis by Sampling Trees
Mici
⭐
135
Manifold Markov chain Monte Carlo methods in Python
Exoplanet
⭐
113
Fast & scalable MCMC for all your exoplanet needs!
Beast Mcmc
⭐
109
Bayesian Evolutionary Analysis Sampling Trees
Gpstuff
⭐
98
GPstuff - Gaussian process models for Bayesian analysis
Ggmcmc
⭐
95
Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference
Nimble
⭐
90
The base NIMBLE package for R
Machine Learning Numpy
⭐
89
Gathers Machine learning models using pure Numpy to cover feed-forward, RNN, CNN, clustering, MCMC, timeseries, tree-based, and so much more!
Advancedhmc.jl
⭐
83
Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
Getdist
⭐
77
MCMC sample analysis, kernel densities, plotting, and GUI
Posterior
⭐
65
The posterior R package
Bayesiantools
⭐
63
General-Purpose MCMC and SMC Samplers and Tools for Bayesian Statistics
Gerrychain
⭐
61
Use MCMC to analyze districting plans and gerrymanders
Bat.jl
⭐
59
A Bayesian Analysis Toolkit in Julia
Dblink
⭐
35
Distributed Bayesian Entity Resolution in Apache Spark
Psgld
⭐
28
AAAI & CVPR 2016: Preconditioned Stochastic Gradient Langevin Dynamics (pSGLD)
Deepbayes
⭐
15
Bayesian methods in deep learning Summer School
Pygtc
⭐
13
Make a sweet giant triangle confusogram (GTC) plot
1-36 of 36 projects