GPFlow based implementation of temporal parallellization of state space GPs
☆16Sep 8, 2022Updated 3 years ago
Alternatives and similar repositories for parallel-gps
Users that are interested in parallel-gps are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Chirp instantaneous frequency estimation using stochastic differential equation Gaussian processes☆13Oct 30, 2024Updated last year
- Zheng Zhao's doctoral dissertation from Aalto University☆35Oct 10, 2022Updated 3 years ago
- Efficient SDE samplers including Gaussian-based probabilistic solvers. Written in JAX.☆10Feb 8, 2025Updated last year
- Gradient-informed particle MCMC methods☆12Jan 29, 2024Updated 2 years ago
- A generic library for linear and non-linear Gaussian smoothing problems. The code leverages JAX and implements several linearization algo…☆13Dec 4, 2024Updated last year
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- 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
- Sparse Orthogonal Variational Inference for Gaussian Processes (SOLVE-GP)☆22Jun 22, 2021Updated 4 years ago
- Code for Heaton et al (in JABES, 2018)☆33Dec 22, 2018Updated 7 years ago
- Source code for my PhD thesis: Backpropagation Beyond the Gradient☆21Feb 25, 2023Updated 3 years ago
- Tutorial materials of the Probabilistic Numerics Spring School.☆35May 10, 2023Updated 2 years ago
- Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX☆103Jul 6, 2023Updated 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.☆242Dec 22, 2023Updated 2 years ago
- This repository reproduces the results in the paper "How expressive are transformers in spectral domain for graphs?"(published in TMLR)☆11Jul 10, 2022Updated 3 years ago
- Content from the NASA Earthdata webinar presented by ORNL DAAC in September 2019.☆11Sep 30, 2020Updated 5 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Next generation MCMC samplers with automatic differentiaion and adaptive Poisson thinning☆13Mar 9, 2026Updated 2 weeks ago
- Repository for the paper "Bayesian Model Selection of Lithium-Ion Battery Models via Bayesian Quadrature"☆14Apr 3, 2024Updated last year
- Differential equation solvers with global error estimation☆11Jan 9, 2026Updated 2 months ago
- ☆10Jun 13, 2022Updated 3 years ago
- Backward-filtering forward-guiding with StochasticDiffEq.jl☆12Feb 23, 2024Updated 2 years ago
- R package for Multiresolution Approximations of Spatiotemporal Gaussian Processes☆11Apr 6, 2022Updated 3 years ago
- Meshed GP for Bayesian spatial big data regression☆15Sep 24, 2025Updated 6 months ago
- Probabilistic numerical finite differences. Compute finite difference weights and differentiation matrices on scattered data sites and wi…☆12May 8, 2023Updated 2 years ago
- Probabilistic Finite Volume Method based on Affine Gaussian Process inference☆11Jun 10, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- A Linear Gaussian State Space Model (LGSSM) for pytorch, also known as a Linear Dynamical System (LDS)☆13May 17, 2021Updated 4 years ago
- Code companion of Multi-task Learning for Aggregated Data using Gaussian Processes paper☆10Apr 6, 2020Updated 5 years ago
- Code and example associated with the paper 'Model Predictive Control of Nonlinear Latent Force Models: A Scenario-based Approach' by T. W…☆11Jun 22, 2022Updated 3 years ago
- State-space model perspective on rating systems (pairwise comparisons).☆21Feb 13, 2025Updated last year
- Extensible Tensorflow library for differentiable particle filtering. ICML 2021.☆43Jan 24, 2023Updated 3 years ago
- ☆40Oct 2, 2025Updated 5 months ago
- Julia bindings to Minuit2 minimisation package☆10Dec 13, 2025Updated 3 months ago
- Python code for data assimilation methods☆54Feb 7, 2023Updated 3 years ago
- ☆13Apr 23, 2019Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code accompanying the NeurIPS 2021 Paper: A Probabilistic State Space Model for Joint Inference from Differential Equations and Data (Sch…☆13Nov 7, 2022Updated 3 years ago
- Foundations and Applications☆101Jun 16, 2020Updated 5 years ago
- Official Implementation of "Doubly Mixed-Effects Gaussian Process Regression" (Jun Ho Yoon, Daniel P. Jeong, Seyoung Kim) (AISTATS 2022, …☆12Jul 13, 2022Updated 3 years ago
- Evaluating methods to improve model transfer for intensive care unit models☆16Jul 6, 2023Updated 2 years ago
- Code repository for paper: A score-based filter for nonlinear data assimilation☆13Nov 5, 2024Updated last year
- Code for "MetaFun: Meta-Learning with Iterative Functional Updates"☆14Aug 27, 2020Updated 5 years ago
- Fast string seaching for node.js ( aho-corasick algorithm )☆13Jan 24, 2024Updated 2 years ago