Alternatives and similar repositories for symbolic-pymc

Users that are interested in symbolic-pymc are comparing it to the libraries listed below

• aesara-devs / aeppl
  Tools for an Aesara-based PPL.
  ☆67Updated last year
• darrenjw / logreg
  Bayesian inference for a logistic regression model in various languages
  ☆43Updated 2 years ago
• facebookresearch / pplbench
  Evaluation Framework for Probabilistic Programming Languages
  ☆103Updated last year
• aesara-devs / aemcmc
  AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.
  ☆39Updated 2 years ago
• pythological / etuples
  Python S-expression emulation using tuple-like objects.
  ☆23Updated last month
• pyprob / ppx
  Probabilistic Programming eXecution protocol (PPX)
  ☆76Updated 3 years ago
• aesara-devs / aehmc
  An HMC/NUTS implementation in Aesara
  ☆31Updated 2 years ago
• mgorinova / autoreparam
  Automatic Reparameterisation of Probabilistic Programs
  ☆36Updated 5 years ago
• pyro-ppl / pyro-api
  Generic API for dispatch to Pyro backends.
  ☆16Updated 3 years ago
• pyro-ppl / brmp
  Bayesian Regression Models in Pyro
  ☆73Updated last year
• NeilGirdhar / efax
  Exponential families for JAX
  ☆75Updated last month
• justindomke / pangolin
  probabilistic programming focused on fun
  ☆46Updated last month
• jax-ml / coix
  Inference Combinators in JAX
  ☆52Updated 6 months ago
• evdoxiataka / ipme
  An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".
  ☆24Updated last year
• lawmurray / Birch
  A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning withi…
  ☆119Updated 10 months ago
• probsys / sppl
  Probabilistic programming system for fast and exact symbolic inference
  ☆82Updated last year
• suriyadeepan / pm-pyro
  PyMC3-like Interface for Pyro
  ☆38Updated 6 years ago
• IBM / yaps
  A surface language for programming Stan models using python syntax
  ☆45Updated 6 years ago
• aseyboldt / covadapt
  Low rank adaptation of covariance matrices for nuts sampling in pymc3
  ☆15Updated 3 years ago
• pyro-ppl / pyroed
  Bayesian optimization of discrete sequences
  ☆21Updated 3 years ago
• ColCarroll / sampled
  Decorator for PyMC3
  ☆50Updated 4 years ago
• rlouf / mcx
  Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.
  ☆330Updated last year
• SymJAX / SymJAX
  Documentation:
  ☆125Updated 2 years ago
• pyro-ppl / funsor
  Functional tensors for probabilistic programming
  ☆244Updated 2 years ago
• mgorinova / SlicStan
  A Stan-like probabilistic programming language.
  ☆68Updated 5 years ago
• aki-nishimura / discontinuous-hmc
  "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu
  ☆29Updated 7 years ago
• MilesCranmer / sympy2jax
  Turning SymPy expressions into JAX functions
  ☆45Updated 4 years ago
• xnd-project / libgumath
  Subsumed into xnd
  ☆25Updated 2 years ago
• wesselb / varz
  Painless optimisation of constrained variables in AutoGrad, TensorFlow, PyTorch, and JAX
  ☆23Updated 2 years ago
• SamDuffield / mocat
  All things Monte Carlo, written in JAX.
  ☆32Updated 2 years ago