google-deepmind / dks

Multi-framework implementation of Deep Kernel Shaping and Tailored Activation Transformations, which are methods that modify neural network models (and their initializations) to make them easier to train.

Date Created 2022-02-25 (2 years ago)

Commits 21 (last one 9 days ago)

Stargazers 64 (0 this week)

Watchers 5 (0 this week)

Forks 4

License apache-2.0

Ranking

RepositoryStats indexes 584,777 repositories, of these google-deepmind/dks is ranked #392,667 (33rd percentile) for total stargazers, and #332,458 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #74,333/116,437.

google-deepmind/dks is also tagged with popular topics, for these it's ranked: deep-learning (#6,232/8398), machine-learning (#5,920/7935), pytorch (#4,403/5951), tensorflow (#1,779/2242), artificial-intelligence (#1,500/2064), neural-networks (#546/718)

Other Information

google-deepmind/dks has 2 open pull requests on Github, 14 pull requests have been merged over the lifetime of the repository.

There have been 2 releases, the latest one was published on 2023-01-30 (about a year ago) with the name DKS 0.1.2.

All Topics

jax pytorch tensorflow deep-learning neural-networks machine-learning neural-tangent-kernel artificial-intelligence

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

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The primary language is Python but there's also others...

updated: 2024-11-21 @ 01:51am, id: 463631084 / R_kgDOG6Jy7A