Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend
☆63Jun 17, 2024Updated last year
Alternatives and similar repositories for ssm-jax
Users that are interested in ssm-jax are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Python package for probabilistic state space modeling with JAX☆950Jan 6, 2026Updated 3 months ago
- Jax SSM Library☆48Nov 24, 2022Updated 3 years ago
- ☆12Jul 6, 2023Updated 2 years ago
- ☆29Oct 22, 2025Updated 5 months ago
- Bayesian learning and inference for state space models☆688May 9, 2025Updated 11 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Blog post☆17Feb 16, 2024Updated 2 years ago
- Chirp instantaneous frequency estimation using stochastic differential equation Gaussian processes☆13Oct 30, 2024Updated last year
- autoregressive plugin☆27Nov 3, 2022Updated 3 years ago
- STATS320: Statistical Methods for Neural Data Analysis☆199Jun 4, 2025Updated 10 months ago
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆93Jan 25, 2024Updated 2 years ago
- An implementation of DreamerV2 written in JAX, with support for running multiple random seeds of an experiment on a single GPU.☆18Jan 16, 2023Updated 3 years ago
- Low rank adaptation of covariance matrices for nuts sampling in pymc3☆15Jun 7, 2022Updated 3 years ago
- Home for the computational inference reading group.☆17Apr 1, 2020Updated 6 years ago
- Structural Time Series in JAX☆213May 8, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Non official implementation of the Linear Recurrent Unit (LRU, Orvieto et al. 2023)☆62Sep 3, 2025Updated 7 months ago
- ☆35Nov 22, 2024Updated last year
- Inference Combinators in JAX☆53May 17, 2025Updated 11 months ago
- Probabilistic inference for models of behaviour☆13Mar 5, 2026Updated last month
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆1,044Apr 9, 2026Updated last week
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆331Mar 20, 2024Updated 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…☆20Jul 20, 2024Updated last year
- Fast Exact Spike Inference Via L0 Optimization☆15Jun 10, 2020Updated 5 years ago
- Bayesian models of football leagues☆18Mar 26, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Source-to-Source Debuggable Derivatives in Pure Python☆15Jan 23, 2024Updated 2 years ago
- STATS305C: Applied Statistics III (Spring, 2023)☆31Apr 9, 2026Updated last week
- Simplistic Pytorch Implementation of the Dreamer-RL☆20May 7, 2025Updated 11 months ago
- analysis tools for large-scale neural recordings☆17Apr 4, 2025Updated last year
- large scale variational Gaussian state-space models☆15Feb 16, 2026Updated 2 months ago
- Loopy belief propagation for factor graphs on discrete variables, in JAX!☆65Oct 7, 2024Updated last year
- Mathematical operations for JAX pytrees☆210Dec 5, 2024Updated last year
- A small library for creating and manipulating custom JAX Pytree classes☆56Feb 26, 2023Updated 3 years ago
- Bayesian model reduction for probabilistic machine learning☆11Jul 3, 2025Updated 9 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Recurrent Switching Linear Dynamical Systems☆121Apr 30, 2023Updated 2 years ago
- This is a collection of code samples aimed at illustrating temporal parallelization methods for sequential data.☆33Sep 15, 2023Updated 2 years ago
- FID computation in Jax/Flax.☆29Jul 17, 2024Updated last year
- Example datasets for DeepPoseKit☆10Nov 10, 2019Updated 6 years ago
- Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.☆242Dec 22, 2023Updated 2 years ago
- Code for the paper: https://arxiv.org/pdf/2309.06979.pdf☆21Jul 29, 2024Updated last year
- "Variational inference tools to leverage estimator sensitivity."☆15May 11, 2023Updated 2 years ago