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The Top 23 Mcmc Open Source Projects

Open source projects categorized as Mcmc
Pymc ⭐ 8,128
Bayesian Modeling and Probabilistic Programming in Python
dependent packages 106total releases 36most recent commit 13 days agopypi pymc3} Downloads
Machinelearning ⭐ 4,030
My blogs and code for machine learning. http://cnblogs.com/pinard
most recent commit 5 years ago
Machine Learning Session ⭐ 3,188
most recent commit 4 years ago
Numpyro ⭐ 1,966
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 72total releases 26most recent commit 3 months agopypi numpyro} Downloads
Turing.jl ⭐ 1,925
Bayesian inference with probabilistic programming.
most recent commit 3 months 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 6 months ago
Emcee ⭐ 1,389
The Python ensemble sampling toolkit for affine-invariant MCMC
dependent packages 206total releases 24most recent commit 4 months agopypi emcee} Downloads
Owl ⭐ 1,178
Owl - OCaml Scientific Computing @ https://ocaml.xyz
most recent commit 15 days ago
Rstan ⭐ 983
RStan, the R interface to Stan
most recent commit 3 months ago
Fastfm ⭐ 955
fastFM: A Library for Factorization Machines
dependent packages 2total releases 8most recent commit 2 years agopypi fastFM} Downloads
Bda_py_demos ⭐ 851
Bayesian Data Analysis demos for Python
most recent commit 2 years ago
Boltzmann Machines ⭐ 792
Boltzmann Machines in TensorFlow with examples
most recent commit 2 years ago
Mcmc Demo ⭐ 713
Interactive Markov-chain Monte Carlo Javascript demos
most recent commit 3 months 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
Dbda Python ⭐ 543
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
most recent commit 3 years ago
Bda_r_demos ⭐ 538
Bayesian Data Analysis demos for R
most recent commit 5 months ago
Bayesplot ⭐ 402
bayesplot R package for plotting Bayesian models
most recent commit 3 months ago
Statisticalrethinking.jl ⭐ 375
Julia package with selected functions in the R package `rethinking`. Used in the SR2... projects.
most recent commit 4 months ago
Deep Generative Models For Natural Language Processing ⭐ 330
DGMs for NLP. A roadmap.
most recent commit a year ago
Scipy2014_tutorial ⭐ 281
Tutorial: Bayesian Statistical Analysis in Python
most recent commit 5 years ago
Sampyl ⭐ 277
MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice
most recent commit 3 years ago
Recommend ⭐ 269
recommendation system with python
most recent commit 6 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 4 months agopypi emcee} Downloads
Pymc ⭐ 8,128
Bayesian Modeling and Probabilistic Programming in Python
dependent packages 106total releases 36latest release March 15, 2022most recent commit 13 days agopypi pymc3} Downloads
Numpyro ⭐ 1,966
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 72total releases 26latest release September 24, 2023most recent commit 3 months agopypi numpyro} Downloads
Spatialreg ⭐ 40
spatialreg: spatial models estimation and testing
dependent packages 23total releases 10latest release November 23, 2023most recent commit 3 months ago
Getdist ⭐ 118
MCMC sample analysis, kernel densities, plotting, and GUI
dependent packages 18total releases 42latest release November 16, 2022most recent commit 3 months agopypi GetDist} Downloads
Exoplanet ⭐ 199
Fast & scalable MCMC for all your exoplanet needs!
dependent packages 17total releases 34latest release January 11, 2022most recent commit 16 days agopypi exoplanet} 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 3 months ago
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295latest release October 23, 2023most recent commit 3 months agopypi autofit} Downloads
Zeus ⭐ 197
⚡️ zeus: Lightning Fast MCMC ⚡️
dependent packages 6total releases 21latest release January 12, 2023most recent commit a year agopypi zeus-mcmc} Downloads
The 10 Latest Releases In Mcmc Open Source Projects
Church.jl ⭐ 26
latest release December 02, 2023most recent commit 10 years ago
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 3 months ago
Bayesgrowth ⭐ 9
Estimate fish growth using MCMC analysis
total releases 1latest release November 21, 2023most recent commit 5 months ago
Anesthetic ⭐ 53
Nested Sampling post-processing and plotting
dependent packages 5total releases 85latest release November 14, 2023most recent commit a month agopypi anesthetic} Downloads
Bssm ⭐ 37
Bayesian Inference of State Space Models
dependent packages 1total releases 28latest release October 27, 2023most recent commit 6 months ago
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295latest release October 23, 2023most recent commit 3 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 6 months agopypi pyGTC} Downloads
Nlp Lda ⭐ 8
Latent Dirichlet Allocation via collapsed Gibbs sampling.
dependent packages 2total releases 8latest release September 24, 2023most recent commit 4 months agonpm @stdlib/nlp-lda} Downloads
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