anh-tong / fractional_neural_sdeLinks
Fractional White Noises for Neural Stochastic Differential Equations (NeurIPS 2022)
☆16Updated 2 years ago
Alternatives and similar repositories for fractional_neural_sde
Users that are interested in fractional_neural_sde are comparing it to the libraries listed below
Sorting:
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆27Updated 2 years ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆28Updated 3 months ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆52Updated 2 years ago
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆25Updated last year
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆53Updated 2 years ago
- Learning Dynamical Systems that Generalize Across Environments☆20Updated 3 years ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆18Updated last year
- ☆19Updated 2 years ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated 2 years ago
- Code for "Log Neural Controlled Differential Equations: The Lie Brackets Make a Difference" (ICML 2024)☆23Updated 3 months ago
- Source code for Large-Scale Wasserstein Gradient Flows (NeurIPS 2021)☆35Updated 3 years ago
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆40Updated 2 years ago
- ☆16Updated last year
- Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.☆80Updated 5 months ago
- ☆37Updated 2 weeks ago
- Methods and experiments for assumed density SDE approximations☆12Updated 3 years ago
- Refining continuous-in-depth neural networks☆42Updated 3 years ago
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆15Updated last year
- ☆35Updated 2 years ago
- Official PyTorch implementation of NeurIPS 2022 paper "Invertible Monotone Operators for Normalizing Flows"☆14Updated 2 years ago
- Official code for the ICLR 2021 paper Neural ODE Processes☆74Updated 3 years ago
- TorchFSM: Fourier Spectral Method with PyTorch☆48Updated last week
- Autoencoders in Function Space: Resolution-invariant autoencoders for functional data based on the functional variational autoencoder (FV…☆22Updated last week
- Computing gradients and Hessians of feed-forward networks with GPU acceleration☆20Updated last year
- ☆11Updated 4 years ago
- Differentiable Principal Component Analysis (PCA) implementation in JAX☆29Updated 5 months ago
- Spectral Neural Operator☆78Updated last year
- ☆15Updated 5 years ago
- ☆20Updated 9 months ago
- Code for the paper "Rational neural networks", NeurIPS 2020☆27Updated 4 years ago