liruilong940607 / NeuralODE
The simplest pytorch implement (100 lines) of "Neural Ordinary Differential Equations" @ NeurIPS 2018 Best Paper.
☆74Updated 4 years ago
Alternatives and similar repositories for NeuralODE:
Users that are interested in NeuralODE are comparing it to the libraries listed below
- Experiments from the paper "On Second Order Behaviour in Augmented Neural ODEs"☆57Updated 3 months ago
- [NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)☆115Updated last year
- Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)☆86Updated 2 years ago
- Second-Order Neural ODE Optimizer, NeurIPS 2021 spotlight☆52Updated 3 years ago
- PyTorch implementation of the OT-Flow approach in arXiv:2006.00104☆50Updated 5 months ago
- ☆45Updated last year
- Implement efficient jacobian method available for most pytorch networks☆43Updated 4 years ago
- ☆98Updated 3 years ago
- ☆122Updated last year
- ☆31Updated 4 years ago
- ☆67Updated 2 years ago
- The repository contains reproducible PyTorch source code of our paper Generative Modeling with Optimal Transport Maps, ICLR 2022.☆57Updated 2 years ago
- Learning the optimal transport map via input convex neural neworks☆40Updated 4 years ago
- Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).☆68Updated last year
- Regularized Neural ODEs (RNODE)☆82Updated 3 years ago
- ☆16Updated 2 years ago
- PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)☆52Updated last year
- Backpropagation-Friendly-Eigendecomposition☆71Updated 5 years ago
- [ICML 2020] Differentiating through the Fréchet Mean (https://arxiv.org/abs/2003.00335).☆54Updated 3 years ago
- Experiments for Neural Flows paper☆92Updated 3 years ago
- Convex potential flows☆81Updated 3 years ago
- repo for paper: Adaptive Checkpoint Adjoint (ACA) method for gradient estimation in neural ODE☆54Updated 3 years ago
- Refining continuous-in-depth neural networks☆39Updated 3 years ago
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆35Updated 2 years ago
- Code for the article "What if Neural Networks had SVDs?", to be presented as a spotlight paper at NeurIPS 2020.☆72Updated 5 months ago
- Lie Algebra Convolutional Network implementation☆42Updated 3 years ago
- Implicit^2: Implicit model for implicit neural representations☆28Updated 3 years ago
- Code for "Implicit Normalizing Flows" (ICLR 2021 spotlight)☆34Updated 3 years ago
- PyTorch implementation of Continuously Indexed Flows paper, with many baseline normalising flows☆31Updated 3 years ago
- ☆28Updated 2 years ago