Probabilistic ODE solvers are fun, but are they fast? See also: https://github.com/pnkraemer/probdiffeq for JAX code or https://github.com/nathanaelbosch/ProbNumDiffEq.jl for Julia code.
☆22Jul 20, 2024Updated 2 years ago
Alternatives and similar repositories for tornadox
Users that are interested in tornadox are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Probabilistic numerical finite differences. Compute finite difference weights and differentiation matrices on scattered data sites and wi…☆15May 8, 2023Updated 3 years ago
- Probabilistic solvers for differential equations in JAX. Adaptive ODE solvers with calibration, state-space model factorisations, and cus…☆64Jul 9, 2026Updated last week
- 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
- Efficient SDE samplers including Gaussian-based probabilistic solvers. Written in JAX.☆10Feb 8, 2025Updated last year
- Physics-Enhanced Regression for Initial Value Problems☆21Feb 7, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- A generic library for linear and non-linear Gaussian smoothing problems. The code leverages JAX and implements several linearization algo…☆15Apr 20, 2026Updated 3 months ago
- 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
- [TMLR 2022] Curvature access through the generalized Gauss-Newton's low-rank structure: Eigenvalues, eigenvectors, directional derivative…☆17Jul 19, 2023Updated 3 years ago
- Chirp instantaneous frequency estimation using stochastic differential equation Gaussian processes☆13Oct 30, 2024Updated last year
- Marginal distributions and Markov kernels that play nice with each other for the purpose of Bayesian state estimation.☆18Oct 22, 2025Updated 8 months ago
- Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing☆133Jul 14, 2026Updated last week
- Gradient-informed particle MCMC methods☆12Jan 29, 2024Updated 2 years ago
- ☆10Jun 13, 2022Updated 4 years ago
- This code accompanies the manuscript "A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulati…☆37Jul 21, 2025Updated last year
- 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.
- Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks☆11Oct 21, 2022Updated 3 years ago
- A package for computing matrix exponentials and finite horizon Gramians☆11Jan 21, 2026Updated 6 months ago
- Matrix-free linear algebra in JAX.☆177Jul 1, 2026Updated 2 weeks ago
- Probabilistic Numerics in Python.☆461Jul 3, 2025Updated last year
- Painless distributed training with torch☆12Apr 28, 2026Updated 2 months ago
- Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen☆231Mar 29, 2024Updated 2 years ago
- GPFlow based implementation of temporal parallellization of state space GPs☆16Sep 8, 2022Updated 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
- Differential equation solvers with global error estimation☆11Jul 11, 2026Updated last week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Coordinates in JAX☆35Updated this week
- Probabilistic Finite Volume Method based on Affine Gaussian Process inference☆11Jun 10, 2024Updated 2 years ago
- Tutorials and sampling algorithm comparisons☆86Updated this week
- Example code to speed up GP inference with gradients for high-dimensional inputs.☆14Jul 12, 2021Updated 5 years ago
- ☆12Jul 6, 2022Updated 4 years ago
- A light-weight library to help you create better plots for scientific publications, by taking care of the annoying bits like figure size,…☆52Apr 30, 2026Updated 2 months ago
- Bayesian inference on spatial and spatiotemporal data, faster than you can say "Cholesky!"☆18Updated this week
- Fast Kolmogorov-Arnold Network in JAX, initial experiments☆16May 20, 2024Updated 2 years ago
- A functional training loops library for JAX☆88Feb 13, 2024Updated 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.
- Julia package for kernel functions for machine learning☆275Jul 5, 2026Updated 2 weeks ago
- Tidy autoregressive inference in JAX☆15Sep 1, 2025Updated 10 months ago
- Pluto inside a VS Code Webview, WIP☆102Dec 9, 2025Updated 7 months ago
- Schedule free optimiser implemented in JAX using Optimistix☆15May 29, 2024Updated 2 years ago
- Laplace approximations in JAX.☆49Jun 16, 2026Updated last month
- Kernels, the machine learning ones☆14Mar 6, 2023Updated 3 years ago
- Fast and automatic structural identifiability software for ODE systems☆129Updated this week