deep-equilibrium-models

There are 0 repository under deep-equilibrium-models topic.

DiffEqML / torchdyn
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
control-theory deep-equilibrium-models deep-learning dynamical-systems implicit-models neural-differential-equations neural-network neural-ode numerical-methods pytorch
Language:Jupyter Notebook 1289
deepinv / deepinv
PyTorch library for solving imaging inverse problems using deep learning
computational-imaging computed-tomography deblurring deep-equilibrium-models deep-learning diffusion-models image-processing inverse-problems mri plug-and-play super-resolution unfolded
Language:Python 224
SciML / NonlinearSolve.jl
High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.
nonlinear-equations steady-state equilibrium deep-equilibrium-models bracketing newton-raphson sparse-matrices high-performance-computing differential-equations factorization julia newton-krylov newton-method scientific-machine-learning sciml sparse-matrix
Language:Julia 208
mcbal / deep-implicit-attention
Implementation of deep implicit attention in PyTorch
artificial-intelligence attention-mechanism transformers deep-learning implicit-layers mean-field-theory boltzmann-machines deep-equilibrium-models hopfield-networks neural-networks ising-spin-models statistical-physics associative-memory
Language:Python 61
SciML / DeepEquilibriumNetworks.jl
Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.
deep-learning deep-equilibrium-models julia machine-learning neural-networks nonlinear-equations implicit-deep-learning nonlinear-solve
Language:Julia 46
ufukertenli / streamdeq-code
Official implementation for the ECCV 2022 paper "Streaming Multiscale Deep Equilibrium Models"
computer-vision deep-equilibrium-models deep-learning
Language:Python 8
brunompacheco / pideq
Physics-Informed Deep Equilibrium Models. With an application to the 4 tanks system.
4-tank-system deep-equilibrium-models deep-learing machine-learning physics-informed-neural-networks
Language:Jupyter Notebook 1
manishemirani / DEQ-Mnist
Implementing Deep Equilibrium model on the Mnist dataset using Jax and Flax
deep-equilibrium-models jax flax
Language:Python 0
icon-lab / DEQ-MPI
Official implementation of DEQ-MPI: A deep equilibrium reconstruction model for magnetic particle imaging
deep-equilibrium-models implicit-neural-representation magnetic-particle-imaging physics-informed-neural-networks reconstruction
Language:Python