scot

EEG/MEG Source Connectivity Toolbox in Python

https://github.com/scot-dev/scot

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
  • DOI references
    Found 2 DOI reference(s) in README
  • Academic publication links
  • Committers with academic emails
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (13.2%) to scientific vocabulary

Keywords from Contributors

eeg meg ecog electrocorticography electroencephalography magnetoencephalography neuroimaging neuroscience
Last synced: 10 months ago · JSON representation

Repository

EEG/MEG Source Connectivity Toolbox in Python

Basic Info
Statistics
  • Stars: 60
  • Watchers: 8
  • Forks: 23
  • Open Issues: 29
  • Releases: 3
Created almost 13 years ago · Last pushed over 2 years ago
Metadata Files
Readme Changelog License

README.md

Python PyPI Docs DOI License

SCoT

SCoT is a Python package for EEG/MEG source connectivity estimation. In particular, it includes measures of directed connectivity based on vector autoregressive modeling.

Obtaining SCoT

Use the following command to install the latest release:

pip install scot

Documentation

Documentation is available at http://scot-dev.github.io/scot-doc/index.html.

Dependencies

SCoT requires numpy ≥ 1.8.2 and scipy ≥ 0.13.3. Optionally, matplotlib ≥ 1.4.0, scikit-learn ≥ 0.15.0, and mne ≥ 0.11.0 can be installed for additional functionality.

Examples

To run the examples on Linux, invoke the following commands inside the SCoT directory:

PYTHONPATH=. python examples/misc/connectivity.py

PYTHONPATH=. python examples/misc/timefrequency.py

etc.

Note that the example data from https://github.com/SCoT-dev/scot-data needs to be available. The scot-data package must be on Python's search path.

Building the docs

In February 2024 we managed to build the docs with the following package versions:

[tool.poetry.dependencies] python = "^3.11" sphinx = "^7.2.6" matplotlib = "^3.8.3" scipy = "^1.12.0" scikit-learn = "^1.4.1.post1"

Note that these are the most recent versions at the moment, so it is likely that future versions will just work. When using a newer version of sphinx, it may be necessary to update the subrepository in doc/sphinxext/numpydoc.

Owner

  • Name: scot-dev
  • Login: scot-dev
  • Kind: organization

GitHub Events

Total
  • Watch event: 6
  • Issue comment event: 1
  • Pull request event: 1
  • Fork event: 1
Last Year
  • Watch event: 6
  • Issue comment event: 1
  • Pull request event: 1
  • Fork event: 1

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 656
  • Total Committers: 10
  • Avg Commits per committer: 65.6
  • Development Distribution Score (DDS): 0.575
Past Year
  • Commits: 13
  • Committers: 3
  • Avg Commits per committer: 4.333
  • Development Distribution Score (DDS): 0.308
Top Committers
Name Email Commits
Martin m****r@t****t 279
Clemens Brunner c****r@g****m 160
mbillinger f****e@g****m 132
kazemakase k****e 45
mbillingr m****r 14
kazemakase f****e@g****m 13
Martin z****e@g****t 6
Clemens Brunner c****r@t****t 4
kazemakase k****e@g****m 2
unknown b****m@P****l 1
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: about 1 year ago

All Time
  • Total issues: 54
  • Total pull requests: 51
  • Average time to close issues: about 1 month
  • Average time to close pull requests: 7 months
  • Total issue authors: 7
  • Total pull request authors: 3
  • Average comments per issue: 6.52
  • Average comments per pull request: 6.8
  • Merged pull requests: 40
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 1.0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • cbrnr (32)
  • mbillingr (13)
  • dongqunxi (5)
  • ivankott (1)
  • NinaOmejc (1)
  • ding00 (1)
  • anewlearner (1)
Pull Request Authors
  • cbrnr (36)
  • mbillingr (13)
  • ddsou (2)
Top Labels
Issue Labels
enhancement (10) bug (7) question (6) documentation (3) eegtopo (2) feature request (1) easy (1)
Pull Request Labels
enhancement (3) bug (2) eegtopo (1)

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 212 last-month
  • Total dependent packages: 1
  • Total dependent repositories: 2
  • Total versions: 3
  • Total maintainers: 1
pypi.org: scot

EEG/MEG Source Connectivity Toolbox

  • Versions: 3
  • Dependent Packages: 1
  • Dependent Repositories: 2
  • Downloads: 212 Last month
Rankings
Dependent packages count: 4.7%
Forks count: 8.0%
Stargazers count: 8.9%
Average: 9.4%
Dependent repos count: 11.6%
Downloads: 13.8%
Maintainers (1)
Last synced: 11 months ago

Dependencies

.github/workflows/python-package.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v3 composite
setup.py pypi