tfjgeorge / nngeometry

{KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch

Date Created 2019-09-12 (5 years ago)

Commits 457 (last one about a month ago)

Stargazers 206 (0 this week)

Watchers 7 (0 this week)

Forks 20

License mit

Ranking

RepositoryStats indexes 579,555 repositories, of these tfjgeorge/nngeometry is ranked #173,985 (70th percentile) for total stargazers, and #268,427 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #30,752/115,123.

tfjgeorge/nngeometry is also tagged with popular topics, for these it's ranked: pytorch (#2,401/5914)

Other Information

tfjgeorge/nngeometry has 1 open pull request on Github, 49 pull requests have been merged over the lifetime of the repository.

There have been 3 releases, the latest one was published on 2023-05-23 (about a year ago) with the name Internal changes in Jacobian generator, new features, new layers.

Homepage URL: https://nngeometry.readthedocs.io

All Topics

fim ntk gram kfac ekfac k-fac ek-fac pytorch tangent jacobian neural-tangent-kernel fisher-information-matrix

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85 commits on the default branch (master) since jan '22

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updated: 2024-10-21 @ 11:17pm, id: 208082966 / R_kgDODGcYFg