Alternatives and similar repositories for pplbench

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

• ethanluoyc / dhmc-jax
  Discontinuous Hamiltonian Monte Carlo in JAX
  ☆42Updated 5 years ago
• pyro-ppl / pyro-models
  Repository of models in Pyro
  ☆29Updated last year
• ExpectationMax / sklearn-jax-kernels
  Composable kernels for scikit-learn implemented in JAX.
  ☆44Updated 4 years ago
• darrenjw / logreg
  Bayesian inference for a logistic regression model in various languages
  ☆42Updated 2 years ago
• pyro-ppl / funsor
  Functional tensors for probabilistic programming
  ☆242Updated last year
• jax-ml / coix
  Inference Combinators in JAX
  ☆50Updated 2 months ago
• pyprob / ppx
  Probabilistic Programming eXecution protocol (PPX)
  ☆75Updated 3 years ago
• SymJAX / SymJAX
  Documentation:
  ☆121Updated 2 years ago
• mgorinova / autoreparam
  Automatic Reparameterisation of Probabilistic Programs
  ☆36Updated 5 years ago
• pyro-ppl / sandbox
  Pyro models and misc examples.
  ☆19Updated 4 years ago
• probml / JSL
  Jax SSM Library
  ☆49Updated 2 years ago
• plai-group / covid
  Modelling epidemiological dynamics and performing inference in these models
  ☆27Updated 4 years ago
• amzn / MXFusion
  Modular Probabilistic Programming on MXNet
  ☆104Updated 2 years ago
• vicariousinc / PGMax
  Loopy belief propagation for factor graphs on discrete variables, in JAX!
  ☆65Updated 9 months ago
• arranger1044 / probabilistic-circuits
  A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.
  ☆49Updated last year
• darrenjw / fp-ssc-course
  An introduction to functional programming for scalable statistical computing
  ☆75Updated last year
• probml / bandits
  Bayesian Bandits
  ☆68Updated last year
• srush / learns-dex
  ☆33Updated 4 years ago
• pyro-ppl / pyro-api
  Generic API for dispatch to Pyro backends.
  ☆16Updated 3 years ago
• NeilGirdhar / efax
  Exponential families for JAX
  ☆73Updated 2 weeks ago
• blackjax-devs / sampling-book
  Tutorials and sampling algorithm comparisons
  ☆75Updated this week
• NeilGirdhar / tjax
  Tools for JAX
  ☆49Updated last week
• srush / jax-lda
  ☆30Updated 3 years ago
• pyro-ppl / brmp
  Bayesian Regression Models in Pyro
  ☆72Updated last year
• google-research / autoconj
  Recognizing and exploiting conjugacy without a domain-specific language
  ☆36Updated 5 years ago
• aesara-devs / aeppl
  Tools for an Aesara-based PPL.
  ☆64Updated 9 months ago
• duvenaud / jaxde
  Prototypes of differentiable differential equation solvers in JAX.
  ☆27Updated 5 years ago
• suriyadeepan / pm-pyro
  PyMC3-like Interface for Pyro
  ☆37Updated 5 years ago
• pronobis / libspn-keras
  Library for learning and inference with Sum-product Networks utilizing TensorFlow 2.x and Keras
  ☆48Updated 4 years ago
• mcleonard / xaby
  Functional machine learning for fun
  ☆85Updated 4 years ago