Zymrael / torchSODE
PyTorch block-diagonal ODE CUDA solver, designed for gradient-based optimization
☆15Updated 4 years ago
Alternatives and similar repositories for torchSODE:
Users that are interested in torchSODE are comparing it to the libraries listed below
- Supplementary code for the paper "Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces"☆42Updated last year
- Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)☆86Updated 2 years ago
- Riemannian Convex Potential Maps☆67Updated last year
- [NeurIPS'19] Deep Equilibrium Models Jax Implementation☆39Updated 4 years ago
- Library for normalizing flows and neural flows.☆24Updated 2 years ago
- Refining continuous-in-depth neural networks☆39Updated 3 years ago
- Course Website☆9Updated 3 years ago
- Second-Order Neural ODE Optimizer, NeurIPS 2021 spotlight☆52Updated 3 years ago
- A library implementing the kernels for and experiments using extrinsic gauge equivariant vector field Gaussian Processes☆25Updated 3 years ago
- repo for paper: Adaptive Checkpoint Adjoint (ACA) method for gradient estimation in neural ODE☆54Updated 4 years ago
- Convex potential flows☆83Updated 3 years ago
- ☆34Updated 3 years ago
- We simulate a wind tunnel, place a rectangular occlusion in it, and then use gradient descent to turn the occlusion into a wing.☆25Updated 4 years ago
- Lie Algebra Convolutional Network implementation☆43Updated 3 years ago
- Bayesian algorithm execution (BAX)☆49Updated 3 years ago
- ☆22Updated 4 years ago
- ☆16Updated last year
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆37Updated 2 years ago
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆70Updated 10 months ago
- JAX exponential map normalising flows on sphere☆17Updated 4 years ago
- Supplementary code for the paper "Meta-Solver for Neural Ordinary Differential Equations" https://arxiv.org/abs/2103.08561☆24Updated 3 years ago
- ☆19Updated 2 years ago
- Deterministic particle dynamics for simulating Fokker-Planck probability flows☆24Updated 2 years ago
- Repo reproducing experimental results in "Addressing the Topological Defects of Disentanglement"☆22Updated 2 years ago
- Models and code for the ICLR 2020 workshop paper "Towards Understanding Normalization in Neural ODEs"☆16Updated 4 years ago
- Neural Fixed-Point Acceleration for Convex Optimization☆29Updated 2 years ago
- Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations☆27Updated 2 years ago
- Implementation of Action Matching for the Schrödinger equation☆24Updated last year
- Jax-based MaxEnt☆18Updated 5 years ago
- Initial Commit☆19Updated 4 years ago