devzhk / cgds-packageLinks
Package for CGD and ACGD optimizers
☆20Updated 2 years ago
Alternatives and similar repositories for cgds-package
Users that are interested in cgds-package are comparing it to the libraries listed below
Sorting:
- Refining continuous-in-depth neural networks☆39Updated 3 years ago
- Computing gradients and Hessians of feed-forward networks with GPU acceleration☆18Updated last year
- Monotone operator equilibrium networks☆52Updated 4 years ago
- Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)☆87Updated 2 years ago
- repo for paper: Adaptive Checkpoint Adjoint (ACA) method for gradient estimation in neural ODE☆55Updated 4 years ago
- Re-implementation of Hamiltonian Generative Networks paper☆33Updated 2 years ago
- [NeurIPS'19] Deep Equilibrium Models Jax Implementation☆39Updated 4 years ago
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆38Updated 2 years ago
- Convex potential flows☆83Updated 3 years ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆50Updated 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
- Code for the ICLR 2020 paper "Learning to Control PDEs"☆33Updated 5 years ago
- ☆21Updated 7 months ago
- ☆33Updated 2 years ago
- PyTorch implementation of Continuously Indexed Flows paper, with many baseline normalising flows☆31Updated 3 years ago
- Improved LBFGS and LBFGS-B optimizers in PyTorch.☆63Updated 7 months ago
- Official code for UnICORNN (ICML 2021)☆27Updated 3 years ago
- PyTorch implementation of the OT-Flow approach in arXiv:2006.00104☆52Updated 10 months ago
- Machine Learning Function Approximation: This code implements the fully-connected Deep Neural Network (DNN) architectures considered in t…☆18Updated 4 years ago
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆25Updated 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
- Differentiable interface to FEniCS for JAX☆54Updated 4 years ago
- [AISTATS2020] The official repository of "Invertible Generative Modling using Linear Rational Splines (LRS)".☆20Updated 2 years ago
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆96Updated last year
- simple JAX-/NumPy-based implementations of NGD with exact/approximate Fisher Information Matrix both in parameter-space and function-spac…☆14Updated 4 years ago
- This repository contains the Julia code for the paper "Competitive Gradient Descent"☆25Updated 5 years ago
- Approximate Inference Turns Deep Networks into Gaussian Processes (dnn2gp)☆48Updated 5 years ago
- Distributed Fourier Neural Operators☆30Updated 2 years ago
- ☆107Updated 4 years ago
- Limitations of the Empirical Fisher Approximation