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 11 months ago
- Probabilistic programming framework for signal inference algorithms that operate regardless of the underlying grids and their resolutions☆32Updated this week
- Simulation-based inference in JAX☆32Updated 3 months ago
- ☆27Updated last year
- Gaussian Mixture Models in Jax☆20Updated this week
- Conditional density estimation with neural networks☆31Updated 5 months ago
- Gradient Based Nested Sampling☆20Updated last year
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆18Updated 2 years ago
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆68Updated 3 weeks ago
- Probabilistic modeling of tabular data with normalizing flows.☆57Updated 3 weeks ago
- Differentiable and gpu enabled fast wavelet transforms in JAX.☆42Updated last year
- MCHMC: sampler from an arbitrary differentiable distribution☆73Updated 2 months ago
- Efficient SDE samplers including Gaussian-based probabilistic solvers. Written in JAX.☆10Updated 5 months ago
- Probabilistic numerical finite differences. Compute finite difference weights and differentiation matrices on scattered data sites and wi…☆11Updated 2 years ago
- Chirp instantaneous frequency estimation using stochastic differential equation Gaussian processes☆12Updated 8 months ago
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆74Updated 2 months ago
- Minimal JAX implementation of k-nearest neighbors using a k-d tree.☆45Updated 3 weeks ago
- Matrix-free linear algebra in JAX.☆126Updated last month
- Fast, lightweight and parallelised simulation-based inference in JAX.☆18Updated last week
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆20Updated last year
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆104Updated last year
- Modern normalizing flows in Python. Simple to use and easily extensible.☆11Updated 2 weeks ago
- A generic interface for linear algebra backends☆73Updated 4 months ago
- Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.☆13Updated 2 years ago
- A generic library for linear and non-linear Gaussian smoothing problems. The code leverages JAX and implements several linearization algo…☆12Updated 7 months ago
- Code for Gaussian Score Matching Variational Inference☆34Updated 4 months ago
- A Metropolis-Hastings MCMC sampler accelerated via diffusion models☆13Updated 11 months ago
- Public code for running Stochastic Gradient Descent on GPs.☆39Updated 2 months ago
- Tutorial materials of the Probabilistic Numerics Spring School.☆34Updated 2 years ago
- Repository for Deterministic Particle Flow Control framework☆10Updated 2 years ago