pyro-ppl / pyro-apiLinks
Generic API for dispatch to Pyro backends.
☆16Updated 3 years ago
Alternatives and similar repositories for pyro-api
Users that are interested in pyro-api are comparing it to the libraries listed below
Sorting:
- Probabilistic Programming eXecution protocol (PPX)☆76Updated 3 years ago
- Inference Combinators in JAX☆52Updated 8 months ago
- Exponential families for JAX☆76Updated last week
- ☆28Updated 4 years ago
- Bayesian inference for a logistic regression model in various languages☆43Updated 2 years ago
- Prototypes of differentiable differential equation solvers in JAX.☆27Updated 5 years ago
- Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.☆65Updated last year
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆29Updated 7 years ago
- Evaluation Framework for Probabilistic Programming Languages☆104Updated 2 years ago
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 5 years ago
- Discontinuous Hamiltonian Monte Carlo in JAX☆42Updated 5 years ago
- Probabilistic Circuits from the Juice library☆106Updated last year
- Jax-based MaxEnt☆17Updated 6 years ago
- Probabilistic programming system for fast and exact symbolic inference☆84Updated last year
- Probabilistic programming with programmable inference for parallel accelerators.☆44Updated 2 months ago
- Repository of models in Pyro☆30Updated last year
- Code accompanying the paper "Automating Involutive MCMC using Probabilistic and Differentiable Programming"☆14Updated 5 years ago
- Dive into Jax, Flax, XLA and C++☆32Updated 5 years ago
- Practical tools for quantifying how well a sample approximates a target distribution☆28Updated 5 years ago
- Compiler with automatic differentiation☆49Updated 2 years ago
- Turning SymPy expressions into JAX functions☆45Updated 4 years ago
- Documentation:☆126Updated 2 years ago
- Loopy belief propagation for factor graphs on discrete variables, in JAX!☆65Updated last year
- Tools for JAX☆49Updated last week
- A framework for composing Neural Processes in Julia☆76Updated 4 years ago
- PyMC3-like Interface for Pyro☆38Updated 6 years ago
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆39Updated 2 years ago
- Library for causal and probabilistic inference in Julia☆12Updated 11 months ago
- Tensor-like types – with variadic shapes – that support both static and runtime type checking, and convenient parsing☆19Updated 3 weeks ago
- Causal, Higher-Order, Probabilistic Programming☆177Updated 3 months ago