Science Score: 49.0%
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
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 3 DOI reference(s) in README -
✓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 (11.3%) to scientific vocabulary
Keywords
Repository
Deep Learning with EEG.
Basic Info
- Host: GitHub
- Owner: SheepTAO
- License: mit
- Language: Python
- Default Branch: main
- Homepage: https://dpeeg.readthedocs.io/stable/
- Size: 2.67 MB
Statistics
- Stars: 19
- Watchers: 2
- Forks: 4
- Open Issues: 0
- Releases: 1
Topics
Metadata Files
README.md
dpeeg provides a complete workflow for deep learning decoding EEG tasks, including basic datasets (datasets can be easily customized), basic network models, model training, rich experiments, and detailed experimental result storage.
Installation
Create a new virtual environment named "dpeeg" with Python >= 3.10 using Anaconda3 and activate it：
Shell conda create --name dpeeg python conda activate dpeegdpeeg depends on Pytorch. Please refer to the corresponding official website for installation.
Complete the installation via
pip:Shell pip install dpeeg
How to cite
If you would like to cite dpeeg you can do so using our Zenodo deposit.
Owner
- Name: Tao Yang
- Login: SheepTAO
- Kind: user
- Location: China
- Company: Chongqing University of Posts and Telecommunications
- Website: https://github.com/SheepTAO
- Repositories: 1
- Profile: https://github.com/SheepTAO
Majoring in motor imagery classification at source level based on EEG.
GitHub Events
Total
- Create event: 3
- Release event: 1
- Issues event: 1
- Watch event: 11
- Delete event: 1
- Issue comment event: 2
- Push event: 5
- Fork event: 2
Last Year
- Create event: 3
- Release event: 1
- Issues event: 1
- Watch event: 11
- Delete event: 1
- Issue comment event: 2
- Push event: 5
- Fork event: 2
Packages
- Total packages: 1
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Total downloads:
- pypi 111 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 24
- Total maintainers: 1
pypi.org: dpeeg
Deep learning with EEG
- Homepage: https://github.com/SheepTAO/dpeeg
- Documentation: https://dpeeg.readthedocs.io/
- License: MIT
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Latest release: 0.4.2
published over 1 year ago