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The Top 23 Mcmc Open Source Projects

Open source projects categorized as Mcmc
Pymc ⭐ 8,576
Bayesian Modeling and Probabilistic Programming in Python
dependent packages 106total releases 36most recent commit a month agopypi pymc3} Downloads
Machinelearning ⭐ 4,030
My blogs and code for machine learning. http://cnblogs.com/pinard
most recent commit 5 years ago
Bayesian Neural Networks ⭐ 1,633
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
most recent commit a year ago
Emcee ⭐ 1,389
The Python ensemble sampling toolkit for affine-invariant MCMC
dependent packages 206total releases 24most recent commit 8 months agopypi emcee} Downloads
Owl ⭐ 1,207
Owl - OCaml Scientific Computing @ https://ocaml.xyz
most recent commit a month ago
Rstan ⭐ 983
RStan, the R interface to Stan
most recent commit 8 months ago
Fastfm ⭐ 955
fastFM: A Library for Factorization Machines
dependent packages 2total releases 8most recent commit 3 years agopypi fastFM} Downloads
Boltzmann Machines ⭐ 792
Boltzmann Machines in TensorFlow with examples
most recent commit 3 years ago
Bayespy ⭐ 666
Bayesian Python: Bayesian inference tools for Python
total releases 5most recent commit a year ago
Convchain ⭐ 637
Bitmap generation from a single example with convolutions and MCMC
most recent commit 2 years ago
Bda_r_demos ⭐ 538
Bayesian Data Analysis demos for R
most recent commit 9 months ago
Deep Generative Models For Natural Language Processing ⭐ 330
DGMs for NLP. A roadmap.
most recent commit 2 years ago
Scipy2014_tutorial ⭐ 281
Tutorial: Bayesian Statistical Analysis in Python
most recent commit 5 years ago
Recommend ⭐ 269
recommendation system with python
most recent commit 6 years ago
Bayes.js ⭐ 263
An implementation of a small MCMC framework and some likelihood functions for doing Bayes stats in the browser.
most recent commit 8 years ago
Data_science_blogs ⭐ 232
A repository to keep track of all the code that I end up writing for my blog posts.
most recent commit 2 years ago
Mamba.jl ⭐ 228
Markov chain Monte Carlo (MCMC) for Bayesian analysis in julia
most recent commit 4 years ago
Advancedhmc.jl ⭐ 210
Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
most recent commit 9 months ago
Mici ⭐ 208
Manifold Markov chain Monte Carlo methods in Python
total releases 14most recent commit a year ago
Bayes_computing_course ⭐ 208
most recent commit 3 years ago
Probabilistic Models ⭐ 196
Collection of probabilistic models and inference algorithms
most recent commit 4 years ago
Bat.jl ⭐ 185
A Bayesian Analysis Toolkit in Julia
most recent commit 8 months ago
Shinystan ⭐ 181
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9most recent commit 2 years ago
The 10 Most Depended On Mcmc Open Source Projects
Emcee ⭐ 1,389
The Python ensemble sampling toolkit for affine-invariant MCMC
dependent packages 206total releases 24latest release February 02, 2023most recent commit 8 months agopypi emcee} Downloads
Pymc ⭐ 8,576
Bayesian Modeling and Probabilistic Programming in Python
dependent packages 106total releases 36latest release March 15, 2022most recent commit a month agopypi pymc3} Downloads
Spatialreg ⭐ 40
spatialreg: spatial models estimation and testing
dependent packages 23total releases 10latest release November 23, 2023most recent commit 8 months ago
Getdist ⭐ 118
MCMC sample analysis, kernel densities, plotting, and GUI
dependent packages 18total releases 42latest release November 16, 2022most recent commit 8 months agopypi GetDist} Downloads
Shinystan ⭐ 181
shinystan R package and ShinyStan GUI
dependent packages 17total releases 9latest release March 03, 2022most recent commit 2 years ago
Revdbayes ⭐ 5
Ratio-of-Uniforms Sampling for Bayesian Extreme Value Analysis
dependent packages 9total releases 17latest release September 10, 2023most recent commit 8 months ago
Bayesiantools ⭐ 103
General-Purpose MCMC and SMC Samplers and Tools for Bayesian Statistics
dependent packages 6total releases 9latest release January 30, 2023most recent commit 8 months ago
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295latest release October 23, 2023most recent commit 8 months agopypi autofit} Downloads
Anesthetic ⭐ 56
Nested Sampling post-processing and plotting
dependent packages 5total releases 85latest release November 14, 2023most recent commit a month agopypi anesthetic} Downloads
Tmbstan ⭐ 27
dependent packages 3total releases 8latest release August 26, 2023most recent commit a year ago
The 10 Latest Releases In Mcmc Open Source Projects
Mcmc.jl ⭐ 32
MCMC tools for Julia
latest release December 01, 2023most recent commit 11 years ago
Spatialreg ⭐ 40
spatialreg: spatial models estimation and testing
dependent packages 23total releases 10latest release November 23, 2023most recent commit 8 months ago
Anesthetic ⭐ 56
Nested Sampling post-processing and plotting
dependent packages 5total releases 85latest release November 14, 2023most recent commit a month agopypi anesthetic} Downloads
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295latest release October 23, 2023most recent commit 8 months agopypi autofit} Downloads
Pygtc ⭐ 30
Make a sweet giant triangle confusogram (GTC) plot
dependent packages 2total releases 12latest release October 12, 2023most recent commit a year agopypi pyGTC} Downloads
Flowmc ⭐ 141
Normalizing-flow enhanced sampling package for probabilistic inference in Jax
dependent packages 1total releases 17latest release September 18, 2023most recent commit 8 months agopypi flowMC} Downloads
Revdbayes ⭐ 5
Ratio-of-Uniforms Sampling for Bayesian Extreme Value Analysis
dependent packages 9total releases 17latest release September 10, 2023most recent commit 8 months ago
Tmbstan ⭐ 27
dependent packages 3total releases 8latest release August 26, 2023most recent commit a year ago
Dirichletprocess ⭐ 53
Build dirichletprocess objects for data analysis
dependent packages 2total releases 9latest release August 25, 2023most recent commit a year ago
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