SciML / DeepEquilibriumNetworks.jl Sponsor Star 59 Code Issues Pull requests Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.machine-learningdeep-learningjulianeural-networksnonlinear-equationsdeep-equilibrium-modelsimplicit-deep-learningnonlinear-solve Updated Jul 29, 2026Julia
liu-jc / MGNNI Star 14 Code Issues Pull requests The implementation of MGNNI: Multiscale Graph Neural Networks with Implicit Layers (NeurIPS 2022)graphpytorchgraph-convolutional-networksgraph-learninggraph-neural-networksimplicit-modelsimplicit-deep-learning Updated Jan 7, 2023Python
HoangP8 / torchidl Star 11 Code Issues Pull requests torchidl: a general library for implicit modelsdeep-learningimplicit-modelsimplicit-deep-learning Updated Apr 2, 2026Python
guoji-fu / DIGNN Star 5 Code Issues Pull requests [NeurIPS GLFrontiers 2023] DIGNN, Implicit Graph Neural Diffusion Modelsmachine-learninggraph-neural-networkgraph-diffusionimplicit-deep-learningdirichlet-energy Updated Dec 7, 2023Python