Alternatives and similar repositories for ppl-api

Users that are interested in ppl-api are comparing it to the libraries listed below

• arviz-devs / simuk
  Simulation based calibration and generation of synthetic data.
  ☆55Updated 2 weeks ago
• pyro-ppl / brmp
  Bayesian Regression Models in Pyro
  ☆72Updated last year
• evdoxiataka / ipme
  An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".
  ☆24Updated last year
• aesara-devs / aeppl
  Tools for an Aesara-based PPL.
  ☆66Updated 11 months ago
• flatironinstitute / bayes-kit
  Bayesian inference and posterior analysis for Python
  ☆46Updated last year
• arviz-devs / preliz
  Exploring and eliciting probability distributions
  ☆152Updated 2 weeks ago
• bob-carpenter / adaptive-hmc
  Self-tuning HMC algorithms and evaluations
  ☆19Updated 11 months ago
• JohnGoertz / Gumbi
  Gaussian Process Model Building Interface
  ☆51Updated 6 months ago
• aseyboldt / covadapt
  Low rank adaptation of covariance matrices for nuts sampling in pymc3
  ☆15Updated 3 years ago
• canyon289 / ssm_book_club
  ☆18Updated 2 years ago
• arviz-devs / EABM
  Source repository for the online book Exploratory Analysis of Bayesian Models.
  ☆24Updated last month
• junpenglao / All-that-likelihood-with-PyMC3
  ☆73Updated 7 years ago
• AmpersandTV / pymc3-hmm
  Hidden Markov models in PyMC3
  ☆99Updated last year
• martiningram / mcmc_runtime_comparison
  Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis
  ☆32Updated 2 years ago
• eigenfoo / littlemcmc
  A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.
  ☆57Updated last year
• eth-cscs / abcpy
  ABCpy package
  ☆116Updated last year
• blackjax-devs / sampling-book
  Tutorials and sampling algorithm comparisons
  ☆77Updated this week
• wesselb / gpar
  Implementation of the Gaussian Process Autoregressive Regression Model
  ☆68Updated 8 months ago
• cranmer / stats-ds-book
  http://cranmer.github.io/stats-ds-book
  ☆73Updated 4 years ago
• mgorinova / autoreparam
  Automatic Reparameterisation of Probabilistic Programs
  ☆36Updated 5 years ago
• aesara-devs / aemcmc
  AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.
  ☆38Updated last year
• darrenjw / logreg
  Bayesian inference for a logistic regression model in various languages
  ☆42Updated 2 years ago
• rlouf / aex
  Sampling with Blackjax on Aesara
  ☆11Updated 2 years ago
• ColCarroll / minimc
  Just a little MCMC
  ☆231Updated last year
• stan-dev / posteriordb
  Database with posteriors of interest for Bayesian inference
  ☆209Updated last month
• avehtari / PSIS
  Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave
  ☆77Updated last year
• canyon289 / bayesian-model-evaluation
  Presented at Scipy Conference 2019
  ☆127Updated 5 years ago
• omarfsosa / tech-talk-hierarchical-models
  ☆42Updated 3 years ago
• martiningram / jax_advi
  ☆16Updated 5 months ago
• andykitchen / numpyo-examples
  Numpyro examples in Python notebooks
  ☆11Updated 5 years ago