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 20 (last one 3 months ago)

Stargazers 64 (0 this week)

Watchers 5 (0 this week)

Forks 4

License apache-2.0

Ranking

RepositoryStats indexes 579,555 repositories, of these google-deepmind/dks is ranked #389,780 (33rd percentile) for total stargazers, and #331,043 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #73,630/115,123.

google-deepmind/dks is also tagged with popular topics, for these it's ranked: deep-learning (#6,195/8344), machine-learning (#5,885/7877), pytorch (#4,370/5914), tensorflow (#1,773/2233), artificial-intelligence (#1,487/2035), neural-networks (#541/715)

Other Information

google-deepmind/dks has 2 open pull requests on Github, 13 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

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

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

Yearly Commits

Commits to the default branch (main) per year

Issue History

No issues have been posted

Languages

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

updated: 2024-10-07 @ 04:31am, id: 463631084 / R_kgDOG6Jy7A