NBoulle / RationalNets
Code for the paper "Rational neural networks", NeurIPS 2020
☆28Updated 3 years ago
Alternatives and similar repositories for RationalNets:
Users that are interested in RationalNets are comparing it to the libraries listed below
- SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations☆18Updated 2 years ago
- ☆37Updated 2 years ago
- Neural Galerkin☆15Updated last year
- Refining continuous-in-depth neural networks☆39Updated 3 years ago
- ☆14Updated 5 months ago
- The public repository about our joint FINN research project☆36Updated 2 years ago
- ☆35Updated last year
- Optimizing neural networks via an inverse scale space flow.☆15Updated 11 months ago
- ☆26Updated 3 years ago
- Multiwavelets-based operator model☆57Updated 2 years ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆49Updated last year
- ☆27Updated 7 months ago
- ☆19Updated 2 years ago
- Efficient Differentiable n-d PDE solvers in JAX.☆22Updated 2 months ago
- Stiff Neural Ordinary Differential Equations☆32Updated last year
- Practicum on Supervised Learning in Function Spaces☆32Updated 2 years ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated 7 months ago
- Code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes☆36Updated 2 months ago
- PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning☆32Updated 3 years ago
- ☆20Updated 2 months ago
- Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]☆32Updated last year
- ☆10Updated last year
- ☆14Updated 5 years ago
- ☆10Updated 5 years ago
- ☆13Updated last year
- Source code for paper "Learning the Solution Operator of Boundary Value Problems using Graph Neural Networks"☆19Updated 5 months ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆15Updated 3 years ago
- ☆11Updated 3 years ago
- ☆15Updated 4 years ago
- Fractional White Noises for Neural Stochastic Differential Equations (NeurIPS 2022)☆13Updated 2 years ago