Jax SSM Library
☆48Nov 24, 2022Updated 3 years ago
Alternatives and similar repositories for JSL
Users that are interested in JSL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend☆64Jun 17, 2024Updated 2 years ago
- Bayesian Bandits☆71Sep 3, 2023Updated 2 years ago
- Structural Time Series in JAX☆220May 8, 2024Updated 2 years ago
- Code that accompanies the paper Guided Deep Kernel Learning☆10Jul 2, 2023Updated 3 years ago
- A Python package for probabilistic state space modeling with JAX☆1,002Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A generic library for linear and non-linear Gaussian smoothing problems. The code leverages JAX and implements several linearization algo…☆15Apr 20, 2026Updated 4 months ago
- Notebooks for "Probabilistic Machine Learning" book☆202May 4, 2022Updated 4 years ago
- Datasets associated with pyprobml☆20Jun 6, 2023Updated 3 years ago
- Exponential families for JAX☆77Updated this week
- Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification☆11Aug 12, 2023Updated 3 years ago
- ☆12Jul 6, 2022Updated 4 years ago
- Supporting code for the paper "Dangers of Bayesian Model Averaging under Covariate Shift"☆33Oct 19, 2022Updated 3 years ago
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆1,117Updated this week
- ☆18Apr 2, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX☆103Jul 6, 2023Updated 3 years ago
- Demos for the paper Generalized Variational Inference (Knoblauch, Jewson & Damoulas, 2019)☆20Apr 4, 2019Updated 7 years ago
- Unofficial implementation of paper : Exploring the Space of Key-Value-Query Models with Intention☆12May 24, 2023Updated 3 years ago
- Utilities for probabilistic ML☆38Sep 11, 2023Updated 2 years ago
- Code in support of the paper Continuous Mixtures of Tractable Probabilistic Models☆12Oct 12, 2024Updated last year
- Showing how to use CUDA on google colab☆13Feb 24, 2025Updated last year
- Chirp instantaneous frequency estimation using stochastic differential equation Gaussian processes☆13Oct 30, 2024Updated last year
- 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
- ☆15Aug 21, 2026Updated last week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Probabilistic Machine Learning: Advanced Topics☆1,541May 26, 2026Updated 3 months ago
- Lectures on Quantitative Economics Using JAX☆49Aug 23, 2026Updated last week
- Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax☆576Updated this week
- This is a collection of code samples aimed at illustrating temporal parallelization methods for sequential data.☆34Sep 15, 2023Updated 2 years ago
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆332Mar 20, 2024Updated 2 years ago
- Loopy belief propagation for factor graphs on discrete variables, in JAX!☆66Oct 7, 2024Updated last year
- Layered distributions using FLAX/JAX☆10Dec 13, 2020Updated 5 years ago
- Spatial Interpolation in Python☆13Oct 28, 2023Updated 2 years ago
- Open-sourcing code associated with the AAAI-25 paper "On the Expressiveness and Length Generalization of Selective State-Space Models on …☆17Sep 18, 2025Updated 11 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Tutorials and sampling algorithm comparisons☆85Updated this week
- ☆10Mar 24, 2025Updated last year
- Functional matrix factorization via Bayesian tensor filtering☆13Oct 1, 2025Updated 10 months ago
- Gaussian process modelling in Python☆225Dec 15, 2024Updated last year
- Python for streams☆24Jun 28, 2022Updated 4 years ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆106Oct 23, 2023Updated 2 years ago
- DeltaProduct is a new linear recurrent neural network architecture that uses products of generalized Householder matrices as state-transi…☆17Oct 13, 2025Updated 10 months ago