AdrienCorenflos / particle_malaLinks
Gradient-informed particle MCMC methods
☆12Updated last year
Alternatives and similar repositories for particle_mala
Users that are interested in particle_mala are comparing it to the libraries listed below
Sorting:
- 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
- Simulation-based inference in JAX☆35Updated 5 months ago
- Efficient SDE samplers including Gaussian-based probabilistic solvers. Written in JAX.☆10Updated 8 months ago
- ☆27Updated last year
- Differentiable and gpu enabled fast wavelet transforms in JAX.☆45Updated last year
- Conditional density estimation with neural networks☆33Updated 8 months ago
- Gradient Based Nested Sampling☆20Updated last year
- Chirp instantaneous frequency estimation using stochastic differential equation Gaussian processes☆13Updated 11 months ago
- MCHMC: sampler from an arbitrary differentiable distribution☆74Updated 5 months ago
- Gaussian Mixture Models in Jax☆23Updated 2 months ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆105Updated last year
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated 2 weeks ago
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆19Updated 2 years ago
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆21Updated last year
- Stencil computations in JAX☆71Updated 2 years ago
- Code for Gaussian Score Matching Variational Inference☆35Updated 7 months ago
- ☆51Updated 2 years ago
- A generic library for linear and non-linear Gaussian smoothing problems. The code leverages JAX and implements several linearization algo…☆12Updated 10 months ago
- Functional models and algorithms for sparse signal processing☆96Updated last year
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆71Updated 3 months ago
- Probabilistic programming framework for signal inference algorithms that operate regardless of the underlying grids and their resolutions☆35Updated this week
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆74Updated last week
- Simulation-based inference benchmark☆102Updated 8 months ago
- A Metropolis-Hastings MCMC sampler accelerated via diffusion models☆15Updated last year
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆19Updated last year
- All things Monte Carlo, written in JAX.☆31Updated 2 years ago
- Differentiable and accelerated wavelet transform on the sphere with JAX☆23Updated 4 months ago
- An ultra-lightweight JAX implementation of sparse Gaussian processes via pathwise sampling.☆22Updated 4 years ago
- Gaussian processes with spherical harmonic features in JAX☆15Updated last month
- orbital MCMC☆10Updated 4 years ago