stan-dev / posteriordb-python

Related projects ⓘ

Alternatives and complementary repositories for posteriordb-python

• arviz-devs / preliz
  Exploring and eliciting probability distributions
  ☆88Updated this week
• bob-carpenter / adaptive-hmc
  Self-tuning HMC algorithms and evaluations
  ☆18Updated last month
• wd60622 / conjugate
  Bayesian Conjugate Models in Python
  ☆24Updated this week
• pymc-devs / pymc-experimental
  ☆82Updated this week
• jax-ml / bayeux
  State of the art inference for your bayesian models.
  ☆163Updated last month
• pymc-devs / nutpie
  Python wrapper for nuts-rs
  ☆123Updated this week
• stan-dev / posteriordb
  Database with posteriors of interest for Bayesian inference
  ☆181Updated 2 months ago
• flatironinstitute / bayes-kit
  Bayesian inference and posterior analysis for Python
  ☆42Updated 10 months ago
• aesara-devs / aeppl
  Tools for an Aesara-based PPL.
  ☆64Updated last week
• pyro-ppl / brmp
  Bayesian Regression Models in Pyro
  ☆70Updated 3 months ago
• roualdes / bridgestan
  BridgeStan provides efficient in-memory access through Python, Julia, and R to the methods of a Stan model.
  ☆95Updated last week
• aesara-devs / aemcmc
  AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.
  ☆39Updated last year
• pymc-devs / pymc-bart
  ☆87Updated this week
• asuagar / statrethink-course-numpyro-2019
  Statistical Rethinking: A Bayesian Course Using Python and NumPyro
  ☆87Updated 3 years ago
• ColCarroll / minimc
  Just a little MCMC
  ☆217Updated 4 months ago
• betanalpha / mcmc_diagnostics
  Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan
  ☆78Updated last month
• AmpersandTV / pymc3-hmm
  Hidden Markov models in PyMC3
  ☆96Updated 7 months ago
• eigenfoo / littlemcmc
  A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.
  ☆52Updated 3 months ago
• stan-dev / cmdstanpy
  CmdStanPy is a lightweight interface to Stan for Python users which provides the necessary objects and functions to compile a Stan progra…
  ☆153Updated last month
• blackjax-devs / sampling-book
  Tutorials and sampling algorithm comparisons
  ☆68Updated this week
• pymc-devs / mcbackend
  A backend for storing MCMC draws.
  ☆14Updated last week
• dfm / tinygp
  The tiniest of Gaussian Process libraries
  ☆295Updated this week
• junpenglao / Planet_Sakaar_Data_Science
  A colourful collection of codes and notebooks, like Planet Sakaar
  ☆55Updated last year
• pymc-devs / pymc-examples
  Examples of PyMC models, including a library of Jupyter notebooks.
  ☆288Updated last month
• rlouf / mcx
  Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.
  ☆325Updated 7 months ago
• abhiagwl / vistan
  A simple library to run variational inference on Stan models.
  ☆26Updated last year
• martiningram / mcmc_runtime_comparison
  Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis
  ☆29Updated last year
• bambinos / educational-resources
  Educational resources
  ☆100Updated 2 years ago
• jessegrabowski / pymc_statespace
  A system for Bayesian estimation of state space models using PyMC
  ☆33Updated last year
• arviz-devs / simulation_based_calibration
  Implementation of simulation based calibration for PyMC and Bambi
  ☆32Updated 2 months ago