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The Top 23 Python Mcmc Open Source Projects

Open source projects categorized as Python Mcmc
Pymc ⭐ 8,128
Bayesian Modeling and Probabilistic Programming in Python
dependent packages 106total releases 36most recent commit 14 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 26most recent commit 3 months agopypi numpyro} Downloads
Emcee ⭐ 1,389
The Python ensemble sampling toolkit for affine-invariant MCMC
dependent packages 206total releases 24most recent commit 4 months agopypi emcee} Downloads
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
Bayespy ⭐ 666
Bayesian Python: Bayesian inference tools for Python
total releases 5most 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
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 a year ago
Openmmtools ⭐ 214
A batteries-included toolkit for the GPU-accelerated OpenMM molecular simulation engine.
dependent packages 4total releases 10most recent commit 5 months ago
Mici ⭐ 208
Manifold Markov chain Monte Carlo methods in Python
total releases 14most recent commit 8 months ago
Zeus ⭐ 197
⚡️ zeus: Lightning Fast MCMC ⚡️
dependent packages 6total releases 21most recent commit a year agopypi zeus-mcmc} Downloads
Probabilistic Models ⭐ 196
Collection of probabilistic models and inference algorithms
most recent commit 4 years ago
Minimc ⭐ 171
Just a little MCMC
most recent commit 2 years ago
Best ⭐ 141
Bayesian estimation supersedes the t test
most recent commit 2 years ago
Flowmc ⭐ 141
Normalizing-flow enhanced sampling package for probabilistic inference in Jax
dependent packages 1total releases 17most recent commit 4 months agopypi flowMC} Downloads
Gerrychain ⭐ 128
Use MCMC to analyze districting plans and gerrymanders
dependent packages 4total releases 19most recent commit 25 days agopypi gerrychain} Downloads
Pythonmcmc ⭐ 119
A list of Python-based MCMC & ABC packages
most recent commit 4 months ago
Getdist ⭐ 118
MCMC sample analysis, kernel densities, plotting, and GUI
dependent packages 18total releases 42most recent commit 3 months agopypi GetDist} Downloads
Paramonte ⭐ 112
ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.
total releases 38most recent commit 3 years ago
Prscs ⭐ 109
Polygenic prediction via continuous shrinkage priors
most recent commit 8 months ago
Kcbo ⭐ 94
A Bayesian testing framework written in Python.
total releases 1most recent commit 9 years ago
The 10 Most Depended On Python 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 14 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
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
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
Gerrychain ⭐ 128
Use MCMC to analyze districting plans and gerrymanders
dependent packages 4total releases 19latest release April 18, 2022most recent commit 25 days agopypi gerrychain} Downloads
Openmmtools ⭐ 214
A batteries-included toolkit for the GPU-accelerated OpenMM molecular simulation engine.
dependent packages 4total releases 10latest release August 03, 2022most recent commit 5 months ago
Inference Tools ⭐ 26
Python tools for Bayesian data analysis
dependent packages 3total releases 23latest release June 16, 2022most recent commit 4 months agopypi inference-tools} Downloads
Mc3 ⭐ 31
Python MCMC Sampler
dependent packages 2total releases 19latest release April 26, 2022most recent commit 17 days agopypi mc3} Downloads
The 10 Latest Releases In Python Mcmc Open Source Projects
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295latest release October 23, 2023most recent commit 3 months agopypi autofit} 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
Flowmc ⭐ 141
Normalizing-flow enhanced sampling package for probabilistic inference in Jax
dependent packages 1total releases 17latest release September 18, 2023most recent commit 4 months agopypi flowMC} Downloads
Mici ⭐ 208
Manifold Markov chain Monte Carlo methods in Python
total releases 14latest release August 11, 2023most recent commit 8 months ago
Bibat ⭐ 16
A batteries-included template for Bayesian data analysis projects
total releases 22latest release August 01, 2023most recent commit 3 months ago
Bayes Skopt ⭐ 32
A fully Bayesian implementation of sequential model-based optimization
dependent packages 2total releases 33latest release July 19, 2023most recent commit 9 months agopypi bask} Downloads
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
Zeus ⭐ 197
⚡️ zeus: Lightning Fast MCMC ⚡️
dependent packages 6total releases 21latest release January 12, 2023most recent commit a year agopypi zeus-mcmc} Downloads
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