Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend
☆64Jun 17, 2024Updated 2 years ago
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☆1,018Updated this week
- Jax SSM Library☆48Nov 24, 2022Updated 3 years ago
- ☆12Jul 6, 2023Updated 3 years ago
- ☆29Oct 22, 2025Updated 11 months ago
- Bayesian learning and inference for state space models☆725May 9, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 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☆28Nov 3, 2022Updated 3 years ago
- Probabilistic inference for models of behaviour☆13Mar 5, 2026Updated 7 months ago
- Fast Exact Spike Inference Via L0 Optimization☆16Jun 10, 2020Updated 6 years ago
- STATS320: Statistical Methods for Neural Data Analysis☆201Jun 4, 2025Updated last year
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆93Jan 25, 2024Updated 2 years ago
- Home for the computational inference reading group.☆17Apr 1, 2020Updated 6 years ago
- Exercises and examples for the latent dynamics workshop☆20Jul 16, 2026Updated 2 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Inference Combinators in JAX☆54May 17, 2025Updated last year
- Structural Time Series in JAX☆220May 8, 2024Updated 2 years ago
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆1,132Oct 8, 2026Updated last week
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆331Mar 20, 2024Updated 2 years ago
- Bayesian models of football leagues☆18Mar 26, 2021Updated 5 years ago
- Exponential families for JAX☆77Updated this week
- Probabilistic ODE solvers are fun, but are they fast? See also: https://github.com/pnkraemer/probdiffeq for JAX code or https://github.c…☆22Jul 20, 2024Updated 2 years ago
- STATS305C: Applied Statistics III (Spring, 2023)☆31May 25, 2026Updated 4 months ago
- Simplistic Pytorch Implementation of the Dreamer-RL☆20May 7, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Official Code Repository for the paper "Key-value memory in the brain"☆34Feb 25, 2025Updated last year
- Mathematical operations for JAX pytrees☆209Dec 5, 2024Updated last year
- ☆15Oct 7, 2022Updated 4 years ago
- large scale variational Gaussian state-space models☆15Sep 3, 2026Updated last month
- Example datasets for DeepPoseKit☆10Nov 10, 2019Updated 6 years ago
- FID computation in Jax/Flax.☆29Jul 17, 2024Updated 2 years ago
- This is a collection of code samples aimed at illustrating temporal parallelization methods for sequential data.☆34Sep 15, 2023Updated 3 years ago
- Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.☆243Dec 22, 2023Updated 2 years ago
- Code for the paper: https://arxiv.org/pdf/2309.06979.pdf☆21Jul 29, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- "Variational inference tools to leverage estimator sensitivity."☆15May 11, 2023Updated 3 years ago
- Code for "Theoretical Foundations of Deep Selective State-Space Models" (NeurIPS 2024)☆17Jan 7, 2025Updated last year
- Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification☆11Aug 12, 2023Updated 3 years ago
- Tools for JAX☆51Updated this week
- ☆18Oct 16, 2022Updated 3 years ago
- some tools for gaussian linear dynamical systems☆90May 14, 2018Updated 8 years ago
- Unofficial implementation of paper : Exploring the Space of Key-Value-Query Models with Intention☆12May 24, 2023Updated 3 years ago