deep-equilibrium-models

There are 9 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 Notebook1.4k27113130

  • deepinv/deepinv

    PyTorch library for solving imaging inverse problems using deep learning

    Language:Python320910072

  • SciML/NonlinearSolve.jl

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

    Language:Julia2391315142

  • mcbal/deep-implicit-attention

    Implementation of deep implicit attention in PyTorch

    Language:Python63305

  • SciML/DeepEquilibriumNetworks.jl

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

    Language:Julia505115

  • 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:Python3202

  • brunompacheco/pideq

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

    Language:Jupyter Notebook1200

  • manishemirani/DEQ-Mnist

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

    Language:Python0100