Science Score: 23.0%
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
Found 4 DOI reference(s) in README -
○Academic publication links
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✓Committers with academic emails
2 of 7 committers (28.6%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (16.1%) to scientific vocabulary
Repository
Python toolbox for Brain-Computer Interfacing (BCI)
Basic Info
Statistics
- Stars: 98
- Watchers: 15
- Forks: 37
- Open Issues: 3
- Releases: 0
Metadata Files
README.md
Wyrm
Wyrm is a Brain Computer Interface (BCI) toolbox written in Python. Wyrm is suitable for running on-line BCI experiments as well as off-line analysis of EEG data.
Online documentation is available here.
Installation
Using git
Use distutils to install Wyrm into your PYTHONPATH:
bash
$ git clone http://github.com/bbci/wyrm
$ cd wyrm
$ python setup.py install --user
this will always give you the latest development version of Wyrm.
Using PyPI
Wyrm is also available on the Python Package Index (PyPI) and can be easily installed via:
bash
$ pip install wyrm
Examples
In the examples directory, you'll find, among others, examples for various BCI
tasks using publicly available BCI datasets from the BCI Competition.
An example for classification of motor imagery in ECoG recordings. For that example the BCI Competition3, Data Set 1 was used.
An example for classification with a P300 Matrix Speller in EEG recordings. The BCI Competition 3, Data Set 2 was used for that example.
You can follow those examples by downloading the data and copying the files to the appropriate places.
Python 3 Support
Wyrm is mainly developed under Python 2.7, however since people will eventually move on to Python 3 we try to be forward compatible by writing the code in a way that it runs on Python 2 and -3.
Whenever a new version of Wyrm is pushed to github, the Travis continuous integration service will run Wyrm's whole test suite with Python 2.7, 3.3, and 3.4. If and only if all three test suites pass, the build is shown as "passing".
Related Software
For a complete BCI system written in Python use Wyrm together with Mushu and Pyff. Mushu is a BCI signal acquisition and Pyff a BCI feedback and -stimulus framework.
Citing Us
If you use Wyrm for anything that results in a publication, We humbly ask you to cite us:
bibtex
@Article{venthur2015,
author={Venthur, Bastian and Dähne, Sven and Höhne, Johannes and Heller, Hendrik and Blankertz, Benjamin},
title={Wyrm: A Brain-Computer Interface Toolbox in Python},
journal={Neuroinformatics},
year={2015},
volume={13},
number={4},
pages={471--486},
issn={1559-0089},
doi={10.1007/s12021-015-9271-8},
url={http://dx.doi.org/10.1007/s12021-015-9271-8}
}
Owner
- Name: Berlin Brain-Computer Interface
- Login: bbci
- Kind: organization
- Location: Berlin
- Website: http://bbci.de
- Repositories: 5
- Profile: https://github.com/bbci
Creating an interface between Brain and Computer.
GitHub Events
Total
- Watch event: 3
Last Year
- Watch event: 3
Committers
Last synced: over 3 years ago
All Time
- Total Commits: 530
- Total Committers: 7
- Avg Commits per committer: 75.714
- Development Distribution Score (DDS): 0.189
Top Committers
| Name | Commits | |
|---|---|---|
| Bastian Venthur | v****r@d****g | 430 |
| hendrikheller | h****r@c****e | 82 |
| Keita Kagurazaka | k****e@g****m | 13 |
| Hendrik Heller | h****r@g****m | 2 |
| jscastanoc | s****o@b****e | 1 |
| Bastian Venthur | e****8@v****e | 1 |
| Serhiy Shekhovtsov | S****v@g****m | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 11 months ago
All Time
- Total issues: 3
- Total pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Total issue authors: 3
- Total pull request authors: 0
- Average comments per issue: 0.67
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- arellanon (1)
- MuhammadUsmanSCUT (1)
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- pypi 65 last-month
- Total dependent packages: 0
- Total dependent repositories: 2
- Total versions: 14
- Total maintainers: 1
pypi.org: wyrm
Toolbox for Brain Computer Interfacing Experiments.
- Homepage: http://bbci.github.io/wyrm/
- Documentation: https://wyrm.readthedocs.io/
- License: MIT
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Latest release: 1.1.0
published about 11 years ago