liruilong940607 / NeuralODELinks
The simplest pytorch implement (100 lines) of "Neural Ordinary Differential Equations" @ NeurIPS 2018 Best Paper.
☆83Updated 5 years ago
Alternatives and similar repositories for NeuralODE
Users that are interested in NeuralODE are comparing it to the libraries listed below
Sorting:
- ☆105Updated 5 years ago
- PyTorch implementation of the OT-Flow approach in arXiv:2006.00104☆57Updated last year
- Meta Optimal Transport☆106Updated 2 years ago
- Backpropagation-Friendly-Eigendecomposition☆73Updated 6 years ago
- ☆125Updated 3 years ago
- Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model …☆106Updated 5 years ago
- ☆30Updated 5 years ago
- ☆57Updated 3 years ago
- Experiments from the paper "On Second Order Behaviour in Augmented Neural ODEs"☆61Updated last year
- [NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)☆125Updated 2 years ago
- Generative Modeling with Optimal Transport Maps - ICLR 2022☆61Updated 3 years ago
- LEARNING LATENT PERMUTATIONS WITH GUMBEL-SINKHORN NETWORKS IMPLEMENTATION WITH PYTORCH☆81Updated 2 years ago
- [ICML 2020] Differentiating through the Fréchet Mean (https://arxiv.org/abs/2003.00335).☆59Updated 4 years ago
- Code for "SoftSort: A Continuous Relaxation for the argsort Operator", ICML 2020.☆53Updated 2 years ago
- PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)☆66Updated 3 years ago
- Convex potential flows☆85Updated 4 years ago
- Experiments for Neural Flows paper☆101Updated 4 years ago
- ☆37Updated 5 years ago
- Preconditioned Conjugate Gradient in Pytorch☆142Updated last year
- Code for "On the Spectral Bias of Neural Networks", to appear in ICML 2019 (Long Beach, CA).☆116Updated 6 years ago
- This repository implements and evaluates convolutional networks on the Möbius strip as toy model instantiations of Coordinate Independent…☆76Updated 2 years ago
- Regularized Neural ODEs (RNODE)☆81Updated 4 years ago
- Python notebooks for Optimal Transport between Gaussian Mixture Models☆47Updated 4 years ago
- Differentiable Optimizers with Perturbations in Pytorch☆69Updated 4 years ago
- Deep generative modeling for time-stamped heterogeneous data, enabling high-fidelity models for a large variety of spatio-temporal domain…☆107Updated 4 years ago
- A quick test of SIREN on out-of-sample tasks☆13Updated 5 years ago
- ☆50Updated 2 years ago
- Code repository of the paper "CKConv: Continuous Kernel Convolution For Sequential Data" published at ICLR 2022. https://arxiv.org/abs/21…☆125Updated 3 years ago
- Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)☆89Updated 3 years ago
- repo for paper: Adaptive Checkpoint Adjoint (ACA) method for gradient estimation in neural ODE☆57Updated 4 years ago