deep-equilibrium-models

There are 11 repositories under deep-equilibrium-models topic.

  • DiffEqML/torchdyn

    A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

    Language:Jupyter Notebook1.5k29114134

  • deepinv/deepinv

    DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning

    Language:Python5168278118

  • SciML/NonlinearSolve.jl

    High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

    Language:Julia2761319354

  • mcbal/deep-implicit-attention

    Implementation of deep implicit attention in PyTorch

    Language:Python65205

  • SciML/DeepEquilibriumNetworks.jl

    Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.

    Language:Julia574116

  • ufukertenli/streamdeq-code

    Official implementation for the ECCV 2022 paper "Streaming Multiscale Deep Equilibrium Models"

    Language:Python8100

  • icon-lab/DEQ-MPI

    Official implementation of DEQ-MPI: A deep equilibrium reconstruction model for magnetic particle imaging

    Language:Python5302

  • sedaboni/TomoSelfDEQ

    TomoSelfDEQ: Self-Supervised Deep Equilibrium Learning for Sparse-Angle CT Reconstruction (2025)

    Language:Python30

  • brunompacheco/pideq

    Physics-Informed Deep Equilibrium Models. With an application to the 4 tanks system.

    Language:Jupyter Notebook1100

  • cgoemaere/cgoemaere.github.io

    My personal website

    Language:HTML100

  • manishemirani/DEQ-Mnist

    Implementing Deep Equilibrium model on the Mnist dataset using Jax and Flax

    Language:Python0100