Alternatives and similar repositories for pyprob

Users that are interested in pyprob are comparing it to the libraries listed below

• jax-ml / coix
  Inference Combinators in JAX
  ☆52Updated 6 months ago
• pyro-ppl / funsor
  Functional tensors for probabilistic programming
  ☆244Updated 2 years ago
• SymJAX / SymJAX
  Documentation:
  ☆125Updated 2 years ago
• facebookresearch / pplbench
  Evaluation Framework for Probabilistic Programming Languages
  ☆103Updated last year
• justindomke / pangolin
  probabilistic programming focused on fun
  ☆46Updated 3 weeks ago
• pyprob / pyprob
  A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch
  ☆391Updated last year
• darrenjw / logreg
  Bayesian inference for a logistic regression model in various languages
  ☆43Updated 2 years ago
• pyprob / ppx
  Probabilistic Programming eXecution protocol (PPX)
  ☆76Updated 3 years ago
• montefiore-institute / hypothesis
  A Python toolkit for (simulation-based) inference and the mechanization of science.
  ☆53Updated 3 years ago
• rlouf / mcx
  Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.
  ☆330Updated last year
• NeilGirdhar / efax
  Exponential families for JAX
  ☆75Updated 3 weeks ago
• arranger1044 / probabilistic-circuits
  A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.
  ☆51Updated last year
• pymc-devs / symbolic-pymc
  Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.
  ☆64Updated last year
• ColCarroll / minimc
  Just a little MCMC
  ☆232Updated last year
• aesara-devs / aeppl
  Tools for an Aesara-based PPL.
  ☆67Updated last year
• genjax-community / programmable-vi-pldi-2024
  Probabilistic programming with programmable variational inference.
  ☆22Updated last year
• darrenjw / fp-ssc-course
  An introduction to functional programming for scalable statistical computing
  ☆77Updated last year
• plai-group / covid
  Modelling epidemiological dynamics and performing inference in these models
  ☆27Updated 4 years ago
• wesselb / stheno
  Gaussian process modelling in Python
  ☆225Updated 11 months ago
• rlouf / blog-benchmark-rwmetropolis
  Code to reproduce the results of 👇
  ☆18Updated 3 years ago
• pyro-ppl / pyro-models
  Repository of models in Pyro
  ☆30Updated last year
• pyro-ppl / pyroed
  Bayesian optimization of discrete sequences
  ☆21Updated 3 years ago
• ExpectationMax / sklearn-jax-kernels
  Composable kernels for scikit-learn implemented in JAX.
  ☆45Updated 5 years ago
• jeremiecoullon / SGMCMCJax
  Lightweight library of stochastic gradient MCMC algorithms written in JAX.
  ☆105Updated 2 years ago
• pyro-ppl / pyro-api
  Generic API for dispatch to Pyro backends.
  ☆16Updated 3 years ago
• gehring / fax
  ☆80Updated 4 years ago
• aesara-devs / aemcmc
  AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.
  ☆39Updated 2 years ago
• blackjax-devs / sampling-book
  Tutorials and sampling algorithm comparisons
  ☆79Updated this week
• ethanluoyc / dhmc-jax
  Discontinuous Hamiltonian Monte Carlo in JAX
  ☆42Updated 5 years ago
• vicariousinc / PGMax
  Loopy belief propagation for factor graphs on discrete variables, in JAX!
  ☆65Updated last year