fisher_pruning
Simple autoencoder pruned with Fisher Information Metric (NNGeometry)
Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (4.2%) to scientific vocabulary
Repository
Simple autoencoder pruned with Fisher Information Metric (NNGeometry)
Basic Info
- Host: GitHub
- Owner: xand-stapleton
- License: gpl-2.0
- Language: Jupyter Notebook
- Default Branch: main
- Size: 31.7 MB
Statistics
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
fisher_pruning
Simple autoencoder pruned with Fisher Information Metric (NNGeometry)
Bibtex Citation
If you use this work, please consider citing the paper:
@article{Berman:2023rqb,
author = "Berman, David S. and Klinger, Marc S. and Stapleton, Alexander G.",
title = "{Bayesian Renormalization}",
eprint = "2305.10491",
archivePrefix = "arXiv",
primaryClass = "hep-th",
month = "5",
year = "2023"
}
..and the project
@software{Berman_fisher_pruning_2023,
author = {Berman, David S. and Klinger, Marc S. and Stapleton, Alexander G.},
license = {GPL-2.0},
month = sep,
title = {{fisher_pruning}},
url = {https://github.com/xand-stapleton/fisher_pruning/},
version = {v1.0},
year = {2023}
}
Owner
- Name: Alexander Stapleton
- Login: xand-stapleton
- Kind: user
- Repositories: 1
- Profile: https://github.com/xand-stapleton
Citation (CITATION.cff)
cff-version: 1.2.0 message: "If you use this software, please also cite the origin paper (arXiv: hep-th/2305.10491)" authors: - family-names: "Berman" given-names: "David S." - family-names: "Klinger" given-names: "Marc S." - family-names: "Stapleton" given-names: "Alexander G." title: "fisher_pruning" version: v1.0 date-released: 2023-09-17 url: "https://github.com/xand-stapleton/fisher_pruning/" license: GPL-2.0
GitHub Events
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Last Year
- Watch event: 1