probsys / spplLinks
Probabilistic programming system for fast and exact symbolic inference
☆84Updated 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)☆86Updated 9 months ago
- Probabilistic Circuits from the Juice library☆106Updated last year
- Probabilistic Answer Set Programming and Probabilistic SAT solving, based on Differentiable Satisfiability☆69Updated last year
- Logic Circuits from the Juice library☆50Updated last year
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆51Updated last year
- Causal, Higher-Order, Probabilistic Programming☆177Updated 2 months ago
- The Juice package for circuits in artificial intelligence, both logic and probabilistic☆12Updated 3 years ago
- LattE integrale, software for counting lattice points and integration over convex polytopes☆50Updated 8 months ago
- Probabilistic programming with programmable variational inference.☆22Updated last year
- Probabilistic programming with programmable inference for parallel accelerators.☆40Updated last month
- ☆15Updated 6 years ago
- Convex optimization modeling in Lean 4☆62Updated last year
- Implementation of Bayesian Sum-Product Networks☆13Updated 5 years ago
- Building dynamical systems compositionally☆76Updated last week
- Learning Algebraic Varieties from Samples☆24Updated 2 years ago
- Experimentation framework for Popper☆23Updated 5 months ago
- ☆31Updated 2 months ago
- Online inference on reactive probabilistic models, with SMC and symbolic methods☆16Updated 2 years ago
- Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.☆65Updated last year
- Automated Bayesian model discovery for time series data☆84Updated 3 weeks ago
- Exact Inference Engine for Probabilistic Programs☆135Updated 10 months ago
- A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning withi…☆121Updated 11 months ago
- Haskell prototype to accompany the paper "ADEV: Sound Automatic Differentiation of Expected Values of Probabilistic Programs"☆67Updated 2 years ago
- Experiments with variational autoencoders in Julia☆17Updated 6 years ago
- Evaluation Framework for Probabilistic Programming Languages☆103Updated last year
- Call Julia code from Prolog☆27Updated 3 years ago
- Generic API for dispatch to Pyro backends.☆16Updated 3 years ago
- Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.☆152Updated 2 years ago
- Julia parser, interpreter and compiler interface for the Planning Domain Definition Language (PDDL). Planners not included.☆87Updated last year
- Python package for Sentential Decision Diagrams (SDD)☆71Updated 3 weeks ago