EEA-sensors / parallel-non-linear-gaussian-smoothersLinks
Companion code in JAX for the paper Parallel Iterated Extended and Sigma-Point Kalman Smoothers.
☆27Updated 11 months ago
Alternatives and similar repositories for parallel-non-linear-gaussian-smoothers
Users that are interested in parallel-non-linear-gaussian-smoothers are comparing it to the libraries listed below
Sorting:
- Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX☆100Updated 2 years ago
- Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.☆234Updated last year
- Code repo for "Kernel Interpolation for Scalable Online Gaussian Processes"☆63Updated 4 years ago
- This is a collection of code samples aimed at illustrating temporal parallelization methods for sequential data.☆32Updated last year
- Recursive Bayesian Estimation (Sequential / Online Inference)☆59Updated last year
- Code for efficiently sampling functions from GP(flow) posteriors☆72Updated 4 years ago
- IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)☆42Updated 2 years ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆104Updated last year
- Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend☆61Updated last year
- JAX workshop for beginners☆8Updated 6 months ago
- Loopy belief propagation for factor graphs on discrete variables, in JAX!☆65Updated 9 months ago
- Differentiation through cone programs☆101Updated this week
- Exponential families for JAX☆73Updated this week
- Online variational GPs☆37Updated 2 years ago
- A generic interface for linear algebra backends☆73Updated 4 months ago
- Nonparametric Differential Equation Modeling☆54Updated last year
- ☆11Updated 3 years ago
- Minimal Implementation of Bayesian Optimization in JAX☆95Updated 3 months ago
- Jax SSM Library☆49Updated 2 years ago
- Extensible Tensorflow library for differentiable particle filtering. ICML 2021.☆42Updated 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
- Turning SymPy expressions into JAX functions☆45Updated 4 years ago
- Minimal Gaussian process library in JAX with a simple (custom) approach to state management.☆12Updated last year
- Infinite-horizon Gaussian processes☆33Updated 4 years ago
- Simulation-based inference benchmark☆97Updated 6 months ago
- Normalizing Flows using JAX☆83Updated last year
- Python interface for SCS☆43Updated this week
- Loopy belief propagation for factor graphs on discrete variables in JAX☆154Updated 9 months ago
- A LinearOperator implementation to wrap the numerical nuts and bolts of GPyTorch☆111Updated 4 months ago
- Riemannian Optimization Using JAX☆50Updated last year