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Projects in Awesome Lists tagged with deep-equilibrium-models
A curated list of projects in awesome lists tagged with deep-equilibrium-models .
https://github.com/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
Last synced: 02 Aug 2024
https://github.com/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
Last synced: 31 Jul 2024
https://github.com/SciML/NonlinearSolve.jl
High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.
bracketing deep-equilibrium-models differential-equations equilibrium factorization high-performance-computing julia newton-krylov newton-method newton-raphson nonlinear-equations scientific-machine-learning sciml sparse-matrices sparse-matrix steady-state
Last synced: 02 Aug 2024
https://github.com/SciML/DeepEquilibriumNetworks.jl
Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.
deep-equilibrium-models deep-learning implicit-deep-learning julia machine-learning neural-networks nonlinear-equations nonlinear-solve
Last synced: 02 Aug 2024