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 22 (last one about a month ago)

Stargazers 66 (0 this week)

Watchers 5 (0 this week)

Forks 4

License apache-2.0

Ranking

RepositoryStats indexes 595,856 repositories, of these google-deepmind/dks is ranked #389,820 (35th percentile) for total stargazers, and #335,688 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #74,132/119,431.

google-deepmind/dks is also tagged with popular topics, for these it's ranked: deep-learning (#6,203/8512), machine-learning (#5,894/8063), pytorch (#4,377/6025), tensorflow (#1,765/2255), artificial-intelligence (#1,509/2113), neural-networks (#546/728)

Other Information

google-deepmind/dks has 2 open pull requests on Github, 15 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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22 commits on the default branch (main) since jan '22

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

updated: 2024-12-17 @ 08:45pm, id: 463631084 / R_kgDOG6Jy7A