martiningram / jax_adviLinks
☆16Updated 9 months ago
Alternatives and similar repositories for jax_advi
Users that are interested in jax_advi are comparing it to the libraries listed below
Sorting:
- State of the art inference for your bayesian models.☆231Updated this week
- A simple library to run variational inference on Stan models.☆33Updated 2 years ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆105Updated 2 years ago
- Bayesian inference and posterior analysis for Python☆46Updated 2 years ago
- MCHMC: sampler from an arbitrary differentiable distribution☆75Updated last month
- Tutorials and sampling algorithm comparisons☆79Updated this week
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆39Updated 2 years ago
- Simulation-based inference in JAX☆43Updated last month
- A generic library for linear and non-linear Gaussian smoothing problems. The code leverages JAX and implements several linearization algo…☆12Updated last year
- Simulation-based inference benchmark☆108Updated 11 months ago
- Probabilistic Programming and Nested sampling in JAX☆218Updated last month
- Self-tuning HMC algorithms and evaluations☆19Updated last year
- A generic interface for linear algebra backends☆76Updated 2 months ago
- Tools for an Aesara-based PPL.☆67Updated last year
- Efficient, lightweight variational inference and approximation bounds☆46Updated 2 months ago
- Gaussian Markov Random Fields (GMRFs) and Integrated Nested Laplace Approximation (INLA)☆22Updated last year
- An HMC/NUTS implementation in Aesara☆31Updated 2 years ago
- An ultra-lightweight JAX implementation of sparse Gaussian processes via pathwise sampling.☆22Updated 4 years ago
- Step size adaptation for the No-U-Turn Sampler☆26Updated last month
- Integrals of Gaussians under linear domain constraints☆15Updated 5 years ago
- some scripts for the couplings enthusiasts!☆32Updated 5 years ago
- probabilistic programming focused on fun☆49Updated this week
- Exponential families for JAX☆75Updated last week
- Within-orbit Adaptive Leapfrog No-U-Turn Sampler☆35Updated this week
- Continuously tempered Hamiltonian Monte Carlo☆12Updated 8 years ago
- All things Monte Carlo, written in JAX.☆32Updated 2 years ago
- Code for Gaussian Score Matching Variational Inference☆35Updated 10 months ago
- Conditional density estimation with neural networks☆35Updated 11 months ago
- Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.☆241Updated 2 years ago
- Probabilistic ODE solvers are fun, but are they fast? See also: https://github.com/pnkraemer/probdiffeq for JAX code or https://github.c…☆21Updated last year