Zymrael / torchSODELinks
PyTorch block-diagonal ODE CUDA solver, designed for gradient-based optimization
☆16Updated 5 years ago
Alternatives and similar repositories for torchSODE
Users that are interested in torchSODE are comparing it to the libraries listed below
Sorting:
- Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)☆89Updated 3 years ago
- Refining continuous-in-depth neural networks☆42Updated 4 years ago
- Supplementary code for the paper "Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces"☆45Updated 2 years ago
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- Riemannian Convex Potential Maps☆67Updated 2 years ago
- Deterministic particle dynamics for simulating Fokker-Planck probability flows☆26Updated 2 years ago
- Probabilistic Solution of Differential Equations☆13Updated 3 years ago
- Computing gradients and Hessians of feed-forward networks with GPU acceleration☆20Updated last year
- JAX exponential map normalising flows on sphere☆17Updated 5 years ago
- Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling☆36Updated 4 years ago
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆41Updated 3 years ago
- Turning SymPy expressions into PyTorch modules.☆156Updated 2 years ago
- Convex potential flows☆85Updated 4 years ago
- Library for normalizing flows and neural flows.☆26Updated 3 years ago
- ☆105Updated 4 years ago
- "Stochasticity in Neural ODEs: An Empirical Study". Experiments from the paper☆13Updated 5 years ago
- Symplectic Recurrent Neural Networks☆28Updated 3 years ago
- [NeurIPS'19] Deep Equilibrium Models Jax Implementation☆42Updated 5 years ago
- Implementation of Action Matching for the Schrödinger equation☆25Updated 2 years ago
- repo for paper: Adaptive Checkpoint Adjoint (ACA) method for gradient estimation in neural ODE☆57Updated 4 years ago
- [NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)☆125Updated 2 years ago
- Supplementary code for the paper "Meta-Solver for Neural Ordinary Differential Equations" https://arxiv.org/abs/2103.08561☆25Updated 4 years ago
- ☆23Updated last year
- We simulate a wind tunnel, place a rectangular occlusion in it, and then use gradient descent to turn the occlusion into a wing.☆27Updated 5 years ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆56Updated 2 years ago
- Deep Generalized Schrödinger Bridge, NeurIPS 2022 Oral☆52Updated 3 years ago
- ☆112Updated 4 years ago
- Bayesian algorithm execution (BAX)☆55Updated 4 years ago
- Fork of the E2CNN library that adds support for equivariant partial differential operators☆17Updated 3 years ago
- ☆50Updated 2 years ago