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
- Efficient SDE samplers including Gaussian-based probabilistic solvers. Written in JAX.☆10Updated 10 months ago
- Conditional density estimation with neural networks☆35Updated 10 months ago
- ☆30Updated 2 years ago
- Simulation-based inference in JAX☆41Updated 2 weeks ago
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆19Updated 2 years ago
- Gradient Based Nested Sampling☆20Updated last year
- Gaussian Mixture Models in Jax☆23Updated 4 months ago
- Chirp instantaneous frequency estimation using stochastic differential equation Gaussian processes☆13Updated last year
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated this week
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆21Updated last year
- Probabilistic programming framework for signal inference algorithms that operate regardless of the underlying grids and their resolutions☆39Updated 3 weeks ago
- All things Monte Carlo, written in JAX.☆32Updated 2 years ago
- Differentiable and gpu enabled fast wavelet transforms in JAX.☆47Updated last year
- MCHMC: sampler from an arbitrary differentiable distribution☆75Updated this week
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆105Updated 2 years ago
- Public code for running Stochastic Gradient Descent on GPs.☆39Updated 7 months ago
- An ultra-lightweight JAX implementation of sparse Gaussian processes via pathwise sampling.☆22Updated 4 years ago
- ☆10Updated 3 years ago
- Code for Gaussian Score Matching Variational Inference☆35Updated 9 months ago
- Source code repository for the AISTAT 2023 paper Transport Reversible Jump Proposals.☆10Updated 2 years ago
- ☆52Updated 2 years ago
- A generic interface for linear algebra backends☆75Updated 3 weeks ago
- A JAX-based gaussian process structure learning package for time series modelling.☆30Updated 6 months ago
- A Metropolis-Hastings MCMC sampler accelerated via diffusion models☆16Updated last year
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆39Updated 2 years ago
- Matrix-free linear algebra in JAX.☆151Updated last week
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆75Updated 2 months ago
- Probabilistic solvers for differential equations in JAX. Adaptive ODE solvers with calibration, state-space model factorisations, and cus…☆53Updated 3 weeks ago
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆75Updated 5 months ago