genjax-community / programmable-vi-pldi-2024Links
Probabilistic programming with programmable variational inference.
☆20Updated last year
Alternatives and similar repositories for programmable-vi-pldi-2024
Users that are interested in programmable-vi-pldi-2024 are comparing it to the libraries listed below
Sorting:
- Inference Combinators in JAX☆50Updated 2 months ago
- Probabilistic programming system for fast and exact symbolic inference☆81Updated last year
- Exponential families for JAX☆73Updated 2 weeks ago
- Generic API for dispatch to Pyro backends.☆16Updated 3 years ago
- probabilistic programming focused on fun☆41Updated this week
- Loopy belief propagation for factor graphs on discrete variables, in JAX!☆65Updated 9 months ago
- An experimental language for causal reasoning☆219Updated 2 weeks ago
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆49Updated last year
- Tools for an Aesara-based PPL.☆64Updated 9 months ago
- ☆52Updated last year
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆104Updated last year
- A generic interface for linear algebra backends☆73Updated 5 months ago
- Exact inference for discrete probabilistic programs. (Research code, more documentation and ergonomics to come)☆84Updated 4 months ago
- Turning SymPy expressions into JAX functions☆45Updated 4 years ago
- Loopy belief propagation for factor graphs on discrete variables in JAX☆154Updated 9 months ago
- Extensible Tensorflow library for differentiable particle filtering. ICML 2021.☆42Updated 2 years ago
- Probabilistic Programming eXecution protocol (PPX)☆75Updated 3 years ago
- Simulation-based inference benchmark☆99Updated 6 months ago
- Just a little MCMC☆227Updated last year
- ☆28Updated 7 years ago
- Modelling epidemiological dynamics and performing inference in these models☆27Updated 4 years ago
- A Python Library for Deep Probabilistic Modeling☆61Updated 9 months ago
- Functional tensors for probabilistic programming☆242Updated last year
- ☆80Updated 3 years ago
- ☆19Updated 2 months ago
- Tools for JAX☆49Updated last week
- Causal, Higher-Order, Probabilistic Programming☆171Updated 2 years ago
- Code for efficiently sampling functions from GP(flow) posteriors☆72Updated 4 years ago
- Bayesian inference for a logistic regression model in various languages☆42Updated 2 years ago
- Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.☆234Updated last year