Code for the Paper "Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers"
☆37Apr 26, 2024Updated 2 years ago
Alternatives and similar repositories for linpde-gp
Users that are interested in linpde-gp are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)☆44Apr 12, 2023Updated 3 years ago
- Computation-Aware Kalman Filtering and RTS Smoothing☆19Mar 6, 2025Updated last year
- Tutorial materials of the Probabilistic Numerics Spring School.☆37May 10, 2023Updated 3 years ago
- Bayesian inference on spatial and spatiotemporal data, faster than you can say "Cholesky!"☆30Sep 7, 2026Updated last month
- Reference implementation of Thin and Deep Gaussian Processes (NeurIPS 2023)☆15Nov 25, 2024Updated 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.
- Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing☆133Oct 21, 2026Updated last week
- Machine Learning for Hidden Physics and Partial Differential Equations☆10Jun 5, 2019Updated 7 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…☆22Jul 20, 2024Updated 2 years ago
- Style pack for the Tübingen AI Center, with templates for slides, theses, and more.☆25Oct 7, 2026Updated 3 weeks ago
- Probabilistic numerical finite differences. Compute finite difference weights and differentiation matrices on scattered data sites and wi…☆15May 8, 2023Updated 3 years ago
- Laplace approximations in JAX.☆52Jun 16, 2026Updated 4 months ago
- Sequential decision-making in JAX.☆10Sep 21, 2026Updated last month
- Probabilistic Numerics in Python.☆463Jul 3, 2025Updated last year
- ☆14Jul 14, 2026Updated 3 months ago
- 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.
- Code for the ICML 2026 Tutorial "Probabilistic Numerics — Computation is Machine Learning"☆63Jul 6, 2026Updated 3 months ago
- A Julia implementation of sparse Gaussian processes via path-wise doubly stochastic variational inference.☆33Aug 27, 2020Updated 6 years ago
- Sketched linear operations for PyTorch☆102Oct 24, 2025Updated last year
- Code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes☆43Jul 17, 2025Updated 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
- ☆16Oct 18, 2024Updated 2 years ago
- Repository of the journal club "Diffusion Models and Generative Modeling"☆14Nov 20, 2024Updated last year
- A Tensorflow based library for Time Series Modelling with Gaussian Processes☆32Apr 22, 2026Updated 6 months ago
- Code accompanying the paper "Probabilistic Selection of Inducing Points in Sparse Gaussian Processes".☆25Dec 8, 2022Updated 3 years 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.
- Structured Prediction with Deep Value Networks (PyTorch implementation)☆13Jul 25, 2024Updated 2 years ago
- A LinearOperator implementation to wrap the numerical nuts and bolts of GPyTorch☆128Sep 11, 2026Updated last month
- Heterogeneous Multi-output Gaussian Processes☆55May 4, 2020Updated 6 years ago
- My code repo for random-walks.org☆16Feb 1, 2026Updated 8 months ago
- ☆18Sep 3, 2024Updated 2 years ago
- Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen☆234Mar 29, 2024Updated 2 years ago
- Approximations for Gaussian processes: sparse variational inducing point approximations, Laplace approximation, ...☆37Jun 12, 2026Updated 4 months ago
- Notebooks accompanying the paper on GPR in materials and molecules in Chemical Reviews 2020☆11May 4, 2021Updated 5 years ago
- A zoo of implementations of differential equation problems in NumPy and JAX. Oscillators, chemical reactions, n-body problems, epidemiolo…☆19Dec 28, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆32Sep 17, 2024Updated 2 years ago
- ☆11Mar 13, 2023Updated 3 years ago
- Instructions and examples to deploy some PyTorch code on slurm using a Singularity Container☆32Mar 21, 2023Updated 3 years ago
- Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features☆24Apr 20, 2019Updated 7 years ago
- ModelWrappers.jl is a utility package that makes it easier to work with Model parameters stated as (nested) NamedTuples.☆14Dec 31, 2025Updated 9 months ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆71May 26, 2020Updated 6 years ago
- Physics-Enhanced Regression for Initial Value Problems☆21Feb 7, 2024Updated 2 years ago