[NeurIPS'19] Deep Equilibrium Models
☆793Jul 4, 2022Updated 3 years ago
Alternatives and similar repositories for deq
Users that are interested in deq are comparing it to the libraries listed below
Sorting:
- [NeurIPS'20] Multiscale Deep Equilibrium Models☆237Jun 29, 2021Updated 4 years ago
- Monotone operator equilibrium networks☆53Jun 22, 2020Updated 5 years ago
- [NeurIPS'19] Deep Equilibrium Models Jax Implementation☆42Oct 26, 2020Updated 5 years ago
- ☆63Feb 22, 2023Updated 3 years ago
- higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual tr…☆1,627Mar 25, 2022Updated 3 years ago
- code for "Residual Flows for Invertible Generative Modeling".☆273Sep 19, 2023Updated 2 years ago
- Differentiable convex optimization layers☆2,060Updated this week
- Pytorch implementation of Augmented Neural ODEs☆557Feb 9, 2023Updated 3 years ago
- Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.☆6,350Apr 4, 2025Updated 10 months ago
- code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".☆664Sep 22, 2020Updated 5 years ago
- A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods☆1,551May 2, 2024Updated last year
- A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical…☆1,517Sep 13, 2024Updated last year
- BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.☆606Nov 28, 2025Updated 3 months ago
- Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)☆91Oct 19, 2022Updated 3 years ago
- Code for "EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis" https://arxiv.org/abs/1905.05934☆113Mar 3, 2020Updated 5 years ago
- Modern Fixed Point Systems using Pytorch☆128Oct 31, 2023Updated 2 years ago
- [ICLR'19] Trellis Networks for Sequence Modeling☆473Aug 20, 2019Updated 6 years ago
- Code related to the paper "Deep Equilibrium Architectures for Inverse Problems in Imaging"☆37May 31, 2021Updated 4 years ago
- Official Code for Invertible Residual Networks☆536Jul 28, 2024Updated last year
- Fast, general, and tested differentiable structured prediction in PyTorch☆1,123Apr 20, 2022Updated 3 years ago
- Bridging deep learning and logical reasoning using a differentiable satisfiability solver.☆426Nov 22, 2022Updated 3 years ago
- Hopfield Networks is All You Need☆1,901Apr 23, 2023Updated 2 years ago
- Convex potential flows☆85Nov 19, 2021Updated 4 years ago
- repo for paper: Adaptive Checkpoint Adjoint (ACA) method for gradient estimation in neural ODE☆56Mar 13, 2021Updated 4 years ago
- Fast and Easy Infinite Neural Networks in Python☆2,375Mar 1, 2024Updated 2 years ago
- Efficient joint input optimization and inference with DEQ☆10Nov 25, 2021Updated 4 years ago
- Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)☆699Oct 22, 2022Updated 3 years ago
- Implicit networks can be trained efficiently and simply by using Jacobian-free Backprop (JFB).☆41Dec 7, 2021Updated 4 years ago
- A library for programmatically generating equivariant layers through constraint solving☆281May 8, 2023Updated 2 years ago
- Differentiable SDE solvers with GPU support and efficient sensitivity analysis.☆1,703Dec 30, 2024Updated last year
- Deep Declarative Networks☆254Oct 17, 2025Updated 4 months ago
- Code for "Latent ODEs for Irregularly-Sampled Time Series" paper☆586Dec 3, 2020Updated 5 years ago
- This repository contains notebook implementations of the following Neural Process variants: Conditional Neural Processes (CNPs), Neural P…☆1,015Jan 19, 2021Updated 5 years ago
- Implicit Graph Neural Networks☆64Nov 15, 2021Updated 4 years ago
- Pytorch implementation of Block Neural Autoregressive Flow☆182Aug 19, 2021Updated 4 years ago
- ☆275Apr 27, 2023Updated 2 years ago
- Interpolation between Residual and Non-Residual Networks, ICML 2020. https://arxiv.org/abs/2006.05749☆26Aug 16, 2020Updated 5 years ago
- A fast and differentiable QP solver for PyTorch.☆784Sep 3, 2024Updated last year
- Understanding Training Dynamics of Deep ReLU Networks☆306Oct 19, 2025Updated 4 months ago