Alternatives and similar repositories for mcmc-demo

Users that are interested in mcmc-demo are comparing it to the libraries listed below

• ColCarroll / minimc
  Just a little MCMC
  ☆232Updated last year
• fehiepsi / rethinking-numpyro
  Statistical Rethinking (2nd ed.) with NumPyro
  ☆463Updated 6 months ago
• jluttine / tikz-bayesnet
  TikZ library for drawing Bayesian networks, graphical models and (directed) factor graphs in LaTeX.
  ☆851Updated last year
• stan-dev / posteriordb
  Database with posteriors of interest for Bayesian inference
  ☆210Updated 2 months ago
• elfi-dev / elfi
  ELFI - Engine for Likelihood-Free Inference
  ☆276Updated 6 months ago
• nchopin / particles
  Sequential Monte Carlo in python
  ☆472Updated last month
• matt-graham / mici
  Manifold Markov chain Monte Carlo methods in Python
  ☆235Updated 2 weeks ago
• sbi-dev / sbi
  sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you nee…
  ☆751Updated this week
• blackjax-devs / blackjax
  BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
  ☆971Updated last week
• probabilistic-numerics / probnum
  Probabilistic Numerics in Python.
  ☆459Updated 4 months ago
• rlouf / mcx
  Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.
  ☆330Updated last year
• bayesflow-org / bayesflow
  A Python library for amortized Bayesian workflows using generative neural networks.
  ☆618Updated last week
• wesselb / stheno
  Gaussian process modelling in Python
  ☆225Updated 11 months ago
• pints-team / pints
  Probabilistic Inference on Noisy Time Series
  ☆239Updated last month
• eth-cscs / abcpy
  ABCpy package
  ☆116Updated last year
• mcleonard / sampyl
  MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice
  ☆338Updated 2 years ago
• daft-dev / daft
  Render probabilistic graphical models using matplotlib
  ☆684Updated this week
• pierrejacob / couplingsmontecarlo
  some scripts for the couplings enthusiasts!
  ☆32Updated 5 years ago
• avehtari / BDA_py_demos
  Bayesian Data Analysis demos for Python
  ☆1,031Updated last month
• jamesrobertlloyd / gp-structure-search
  ☆241Updated 8 years ago
• bob-carpenter / prob-stats
  Probability and Statistics: a simulation-based introduction. An open-access book.
  ☆321Updated 2 years ago
• AdamCobb / hamiltorch
  PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks
  ☆463Updated last year
• pymc-devs / pymc-examples
  Examples of PyMC models, including a library of Jupyter notebooks.
  ☆355Updated this week
• stan-dev / example-models
  Example models for Stan
  ☆787Updated 3 weeks ago
• avehtari / PSIS
  Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave
  ☆78Updated last year
• pyro-ppl / numpyro
  Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
  ☆2,550Updated 2 weeks ago
• ColCarroll / imcmc
  Image Markov Chain Monte Carlo
  ☆244Updated 4 years ago
• thomaspinder / GPJax
  Gaussian processes in JAX and Flax.
  ☆551Updated this week
• dfm / tinygp
  The tiniest of Gaussian Process libraries
  ☆324Updated this week
• Gabriel-p / pythonMCMC
  A list of Python-based MCMC & ABC packages
  ☆123Updated 5 months ago