Alternatives and similar repositories for pplbench:

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

• SymJAX / SymJAX
  Documentation:
  ☆119Updated last year
• probml / JSL
  Jax SSM Library
  ☆49Updated 2 years ago
• ethanluoyc / dhmc-jax
  Discontinuous Hamiltonian Monte Carlo in JAX
  ☆41Updated 5 years ago
• pyro-ppl / pyro-models
  Repository of models in Pyro
  ☆29Updated 9 months ago
• srush / jax-lda
  ☆30Updated 3 years ago
• ExpectationMax / sklearn-jax-kernels
  Composable kernels for scikit-learn implemented in JAX.
  ☆43Updated 4 years ago
• jax-ml / coix
  Inference Combinators in JAX
  ☆47Updated 6 months ago
• NeilGirdhar / tjax
  Tools for JAX
  ☆45Updated 2 weeks ago
• google-research / autoconj
  Recognizing and exploiting conjugacy without a domain-specific language
  ☆36Updated 5 years ago
• mgorinova / autoreparam
  Automatic Reparameterisation of Probabilistic Programs
  ☆36Updated 4 years ago
• pyro-ppl / funsor
  Functional tensors for probabilistic programming
  ☆240Updated last year
• blackjax-devs / sampling-book
  Tutorials and sampling algorithm comparisons
  ☆75Updated this week
• pyro-ppl / sandbox
  Pyro models and misc examples.
  ☆19Updated 3 years ago
• probml / bandits
  Bayesian Bandits
  ☆68Updated last year
• aesara-devs / aeppl
  Tools for an Aesara-based PPL.
  ☆65Updated 6 months ago
• darrenjw / logreg
  Bayesian inference for a logistic regression model in various languages
  ☆42Updated last year
• srush / learns-dex
  ☆33Updated 4 years ago
• duvenaud / jaxde
  Prototypes of differentiable differential equation solvers in JAX.
  ☆27Updated 5 years ago
• pyprob / ppx
  Probabilistic Programming eXecution protocol (PPX)
  ☆75Updated 3 years ago
• gehring / fax
  ☆80Updated 3 years ago
• pyro-ppl / brmp
  Bayesian Regression Models in Pyro
  ☆71Updated 9 months ago
• NeilGirdhar / efax
  Exponential families for JAX
  ☆67Updated last week
• rgiordan / vittles
  "Variational inference tools to leverage estimator sensitivity."
  ☆16Updated last year
• cgarciae / treeo
  A small library for creating and manipulating custom JAX Pytree classes
  ☆56Updated 2 years ago
• pyro-ppl / pyro-api
  Generic API for dispatch to Pyro backends.
  ☆16Updated 3 years ago
• plai-group / covid
  Modelling epidemiological dynamics and performing inference in these models
  ☆27Updated 3 years ago
• amzn / MXFusion
  Modular Probabilistic Programming on MXNet
  ☆104Updated 2 years ago
• lezcano / CPProb
  Scalable Probabilistic Programming Library
  ☆21Updated 6 years ago
• karalets / TyXe
  Library for Bayesian Neural Networks in PyTorch (first version as published in ProbProg2020)
  ☆42Updated 3 years ago
• rlouf / blog-benchmark-rwmetropolis
  Code to reproduce the results of 👇
  ☆18Updated 2 years ago