SciML / DeepEquilibriumNetworks.jl

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

Date Created 2021-09-15 (2 years ago)

Commits 567 (last one 3 days ago)

Stargazers 47 (0 this week)

Watchers 5 (0 this week)

Forks 6

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RepositoryStats indexes 534,880 repositories, of these SciML/DeepEquilibriumNetworks.jl is ranked #445,866 (17th percentile) for total stargazers, and #317,334 for total watchers. Github reports the primary language for this repository as Julia, for repositories using this language it is ranked #1,364/1,607.

SciML/DeepEquilibriumNetworks.jl is also tagged with popular topics, for these it's ranked: deep-learning (#6,777/7826), machine-learning (#6,432/7374), julia (#749/836), neural-networks (#607/676)

Other Information

There have been 22 releases, the latest one was published on 2024-06-27 (4 days ago) with the name v2.1.3.

Homepage URL: https://docs.sciml.ai/DeepEquilibriumNetworks/stable/

All Topics

julia deep-learning neural-networks nonlinear-solve machine-learning nonlinear-equations implicit-deep-learning deep-equilibrium-models

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372 commits on the default branch (main) since jan '22

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The only known language in this repository is Julia

updated: 2024-06-28 @ 06:13am, id: 406801598 / R_kgDOGD9Mvg