probsys / spplLinks
Probabilistic programming system for fast and exact symbolic inference
☆81Updated last year
Alternatives and similar repositories for sppl
Users that are interested in sppl are comparing it to the libraries listed below
Sorting:
- Exact inference for discrete probabilistic programs. (Research code, more documentation and ergonomics to come)☆84Updated 4 months ago
- Probabilistic Circuits from the Juice library☆106Updated last year
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆49Updated last year
- Inference Combinators in JAX☆50Updated 2 months ago
- Causal, Higher-Order, Probabilistic Programming☆171Updated 2 years ago
- Probabilistic Answer Set Programming and Probabilistic SAT solving, based on Differentiable Satisfiability☆66Updated last year
- The Juice package for circuits in artificial intelligence, both logic and probabilistic☆12Updated 3 years ago
- Logic Circuits from the Juice library☆49Updated last year
- A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning withi…☆116Updated 6 months ago
- Evaluation Framework for Probabilistic Programming Languages☆101Updated last year
- Loopy belief propagation for factor graphs on discrete variables, in JAX!☆65Updated 9 months ago
- Learning Algebraic Varieties from Samples☆24Updated last year
- Generic API for dispatch to Pyro backends.☆16Updated 3 years ago
- Probabilistic Programming eXecution protocol (PPX)☆75Updated 3 years ago
- ☆52Updated last year
- Building dynamical systems compositionally☆71Updated 9 months ago
- Probabilistic programming with programmable variational inference.☆20Updated last year
- Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.☆62Updated last year
- Bayesian inference for a logistic regression model in various languages☆42Updated 2 years ago
- Compiler with automatic differentiation☆48Updated last year
- ☆15Updated 6 years ago
- Implementation of Bayesian Sum-Product Networks☆13Updated 5 years ago
- Code accompanying the paper "Automating Involutive MCMC using Probabilistic and Differentiable Programming"☆13Updated 5 years ago
- Haskell prototype to accompany the paper "ADEV: Sound Automatic Differentiation of Expected Values of Probabilistic Programs"☆64Updated last year
- Library for causal and probabilistic inference in Julia☆11Updated 5 months ago
- A framework for composing Neural Processes in Julia☆76Updated 4 years ago
- Experiments with variational autoencoders in Julia☆17Updated 5 years ago
- Exponential families for JAX☆73Updated last week
- Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.☆149Updated 2 years ago
- Convex optimization modeling in Lean 4☆50Updated last year