Experiments from the paper "On Second Order Behaviour in Augmented Neural ODEs"
☆61Sep 30, 2024Updated last year
Alternatives and similar repositories for sonode
Users that are interested in sonode are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official code for the ICLR 2021 paper Neural ODE Processes☆76May 1, 2022Updated 3 years ago
- Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)☆92Oct 19, 2022Updated 3 years ago
- Interpolation between Residual and Non-Residual Networks, ICML 2020. https://arxiv.org/abs/2006.05749☆26Aug 16, 2020Updated 5 years ago
- Clean repository for the Cambridge COVID-19 ICU simulation☆12Mar 29, 2020Updated 6 years ago
- On Robustness of Neural Ordinary Differential Equations☆11Oct 12, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- repo for paper: Adaptive Checkpoint Adjoint (ACA) method for gradient estimation in neural ODE☆56Mar 13, 2021Updated 5 years ago
- Pytorch implementation of Augmented Neural ODEs☆553Feb 9, 2023Updated 3 years ago
- Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"☆173Feb 11, 2022Updated 4 years ago
- ☆46Jun 15, 2023Updated 2 years ago
- This repository contains code released by DiffEqML Research☆94Mar 9, 2022Updated 4 years ago
- A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical…☆1,523Sep 13, 2024Updated last year
- Methods and experiments for assumed density SDE approximations☆12Jan 26, 2022Updated 4 years ago
- ☆16Jan 8, 2022Updated 4 years ago
- Refining continuous-in-depth neural networks☆42Nov 14, 2021Updated 4 years ago
- 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.
- Official Code for the paper: "Composite Feature Selection using Deep Ensembles"☆24Mar 26, 2023Updated 3 years ago
- A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods☆1,558May 2, 2024Updated last year
- Code For Beyond Finite Layer Neural Network:Bridging Deep Architects and Numerical Differential Equations☆15Jun 4, 2019Updated 6 years ago
- Example applications of path signatures☆42Apr 4, 2025Updated last year
- "Stochasticity in Neural ODEs: An Empirical Study". Experiments from the paper☆13Apr 27, 2020Updated 5 years ago
- Regularized Neural ODEs (RNODE)☆81Jul 16, 2021Updated 4 years ago
- Official repository for Fourier model that can generate periodic signals☆10Mar 10, 2022Updated 4 years ago
- ☆20Jan 17, 2024Updated 2 years ago
- Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)☆702Oct 22, 2022Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)☆127Jul 6, 2023Updated 2 years ago
- [JMLR] TRADES + random smoothing for certifiable robustness☆14Sep 13, 2020Updated 5 years ago
- Differentiable SDE solvers with GPU support and efficient sensitivity analysis.☆1,711Dec 30, 2024Updated last year
- Neural Graph Differential Equations (Neural GDEs)☆213Apr 15, 2021Updated 4 years ago
- Hamiltonian Neural Networks for solving Differential Equations☆25Mar 24, 2022Updated 4 years ago
- code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".☆663Sep 22, 2020Updated 5 years ago
- Experiments with Neural ODEs and Adversarial Attacks☆44Jan 13, 2019Updated 7 years ago
- ☆31Aug 16, 2021Updated 4 years ago
- ☆11Apr 14, 2022Updated 3 years ago
- 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.
- Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.☆6,389Apr 4, 2025Updated last year
- Code used for the AAAI 2020 paper "System Identification with Time-Aware Neural Sequence Models"☆16Nov 22, 2019Updated 6 years ago
- Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.☆82Apr 19, 2025Updated 11 months ago
- Neural Dynamics on Complex Networks☆55Sep 24, 2020Updated 5 years ago
- Probabilistic Solution of Differential Equations☆13Jun 19, 2022Updated 3 years ago
- PyTorch implementation for OCT-GAN Neural ODE-based Conditional Tabular GANs (WWW 2021)☆15Oct 10, 2022Updated 3 years ago
- Collection of resources that combine dynamic systems, control with deep learning.☆29May 18, 2021Updated 4 years ago