MNE-LSL: Real-time framework integrated with MNE-Python for online neuroscience research through LSL-compatible devices.

MNE-LSL: Real-time framework integrated with MNE-Python for online neuroscience research through LSL-compatible devices. - Published in JOSS (2025)
https://github.com/mne-tools/mne-lsl

Keywords

brain brain-computer-interfaces labstreaminglayer lsl network neuroimaging neuroscience real-time visualisation

Keywords from Contributors

climate-model preprocessing power-grids energy-system reporting archiving energy-system-model simulation-framework power ecosystem-modeling

Last synced: 3 months ago
JSON representation

Acceptance Criteria

Revelant topics? true
External users? true
Open source license? true
Active? true
Fork? false

Repository metadata

A framework for real-time brain signal streaming with MNE-Python.

Host: GitHub
URL: https://github.com/mne-tools/mne-lsl
Owner: mne-tools
License: bsd-3-clause
Created: 2021-06-17T10:47:06.000Z (over 4 years ago)
Default Branch: main
Last Pushed: 2025-10-13T21:30:28.000Z (4 months ago)
Last Synced: 2025-10-16T00:37:24.122Z (4 months ago)
Topics: brain, brain-computer-interfaces, labstreaminglayer, lsl, network, neuroimaging, neuroscience, real-time, visualisation
Language: Python
Homepage: https://mne.tools/mne-lsl
Size: 15.6 MB
Stars: 80
Watchers: 7
Forks: 34
Open Issues: 3
Releases: 0
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Citation: CITATION.cff

Owner metadata

Name: MNE tools for MEG and EEG data analysis
Login: mne-tools
Email:
Kind: organization
Description:
Website: http://mne.tools
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/583875?v=4
Repositories: 45
Last ynced at: 2025-10-10T00:19:43.972Z
Profile URL: https://github.com/mne-tools

GitHub Events

Total

Create event: 64
Release event: 7
Issues event: 29
Watch event: 15
Delete event: 54
Issue comment event: 77
Push event: 187
Pull request review event: 27
Pull request review comment event: 26
Pull request event: 179
Fork event: 9

Last Year

Create event: 61
Release event: 6
Issues event: 28
Watch event: 15
Delete event: 52
Issue comment event: 76
Push event: 177
Pull request review event: 27
Pull request review comment event: 26
Pull request event: 174
Fork event: 8

Committers metadata

Last synced: 4 months ago

Total Commits: 1,615
Total Committers: 18
Avg Commits per committer: 89.722
Development Distribution Score (DDS): 0.523

Commits in past year: 142
Committers in past year: 10
Avg Commits per committer in past year: 14.2
Development Distribution Score (DDS) in past year: 0.563

Name	Email	Commits
Mathieu Scheltienne	m**e@g**m	770
Arnaud Desvachez	a**z@g**m	400
Kyuhwa Lee	l**h@g**m	271
pre-commit-ci[bot]	6**]@u**m	85
github-actions[bot]	g**]@u**m	36
dependabot[bot]	4**]@u**m	24
dnastars	4**s@u**m	14
Eric Larson	l**d@g**m	3
Teon L Brooks	t**s@g**m	2
Thomas S. Binns	t**s@o**m	2
Daniel McCloy	d**n@m**o	1
Marcel Stimberg	m**g@i**r	1
Marcel Stimberg	m**g@s**r	1
Quentin Uhl	5**l@u**m	1
Toni M. Brotons	1**c@u**m	1
Valeria de Seta	7**a@u**m	1
myd7349	m**9@g**m	1
Дим Щ	s**m@g**m	1

Committer domains:

Issue and Pull Request metadata

Last synced: 4 months ago

Total issues: 64
Total pull requests: 477
Average time to close issues: 2 months
Average time to close pull requests: 3 days
Total issue authors: 18
Total pull request authors: 13
Average comments per issue: 1.59
Average comments per pull request: 0.35
Merged pull request: 423
Bot issues: 5
Bot pull requests: 216

Past year issues: 14
Past year pull requests: 194
Past year average time to close issues: 14 days
Past year average time to close pull requests: about 19 hours
Past year issue authors: 10
Past year pull request authors: 10
Past year average comments per issue: 2.07
Past year average comments per pull request: 0.39
Past year merged pull request: 170
Past year bot issues: 1
Past year bot pull requests: 114

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/mne-tools/mne-lsl

Top Issue Authors

mscheltienne (40)
github-actions[bot] (4)
larsoner (2)
timonmerk (2)
teonbrooks (2)
matthiasdold (2)
willhama (1)
thiago-roque07 (1)
toni-neurosc (1)
listplot3d (1)
hoechenberger (1)
vferat (1)
DominiqueMakowski (1)
agchitu (1)
minsuzhang (1)

Top Pull Request Authors

mscheltienne (239)
pre-commit-ci[bot] (142)
github-actions[bot] (45)
dependabot[bot] (29)
larsoner (5)
tsbinns (4)
teonbrooks (4)
vferat (2)
toni-neurosc (2)
myd7349 (2)
mstimberg (1)
drammock (1)
sherdim (1)

Top Issue Labels

📓 doc (8)
🌟 enhancement (8)
🐞 bug (4)
player (4)
dependencies (2)
triggers (2)
viewer (2)
recorder (1)

Top Pull Request Labels

📓 doc (36)
dependencies (31)
🐞 bug (25)
🌟 enhancement (25)
github_actions (16)
player (10)
stream (8)

Package metadata

Total packages: 1
Total downloads:
- pypi: 8,709 last-month
Total dependent packages: 1
Total dependent repositories: 0
Total versions: 17
Total maintainers: 2

pypi.org: mne-lsl

Real-time framework integrated with MNE-Python for online neuroscience research through LSL-compatible devices.

Homepage:
Documentation: https://mne-lsl.readthedocs.io/
Licenses: Copyright © 2023-2024, authors of MNE-LSL All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. * Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
Latest release: 1.11.0 (published 4 months ago)
Last Synced: 2025-10-17T00:07:57.986Z (4 months ago)
Versions: 17
Dependent Packages: 1
Dependent Repositories: 0
Downloads: 8,709 Last month
Rankings:
- Dependent packages count: 9.058%
- Average: 38.669%
- Dependent repos count: 68.28%
Maintainers (2)
- Eric89GXL
- mscheltienne

Dependencies

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.github/workflows/doc.yml actions

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.github/workflows/pylsl.yml actions

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pyproject.toml pypi

distro sys_platform == "linux"
mne >=1.4.2
numpy >=1.21
packaging *
pooch *
psutil *
pyqtgraph *
qtpy *
requests *
scipy *

setup.py pypi

Score: 16.38166903030556

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