https://github.com/alcantarar/biomchbert
Repository for BiomchBERT, the neural network classifying papers for the weekly Biomch-L Literature Update
Science Score: 10.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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○DOI references
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✓Academic publication links
Links to: zenodo.org -
○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 (6.1%) to scientific vocabulary
Keywords
Repository
Repository for BiomchBERT, the neural network classifying papers for the weekly Biomch-L Literature Update
Basic Info
- Host: GitHub
- Owner: alcantarar
- License: apache-2.0
- Language: Jupyter Notebook
- Default Branch: main
- Homepage: https://www.ryan-alcantara.com
- Size: 5.47 MB
Statistics
- Stars: 2
- Watchers: 1
- Forks: 1
- Open Issues: 1
- Releases: 0
Topics
Metadata Files
README.md
BiomchBERT
Using Google's BERT neural network to categorize biomechanics publications
BiomchBERT has a prediction accuracy of 72% across 27 categories (tested on 1,600 publications)
Read about how BiomchBERT is helping the Biomechanics community! Source code for BiomchBERT can be found here. Weekly Literature Updates are posted here. BiomchBERT (1.1 GB) and the training data is archived at Zenodo due to GitHub file size limitations.
Major Dependencies
Contributors
Read about the early attempt to automate the Biomch-L Literature Update here.
You can support this and my other projects by clicking the "sponsor" button on the sidebar!
Owner
- Name: Ryan Alcantara
- Login: alcantarar
- Kind: user
- Location: Stanford, CA
- Company: NMBL
- Website: www.ryanalcantara.com
- Twitter: Ryan_Alcantara_
- Repositories: 31
- Profile: https://github.com/alcantarar
Postdoc at Stanford Neuromuscular Biomechanics Lab (NMBL)
GitHub Events
Total
- Watch event: 2
Last Year
- Watch event: 2