An open API service providing repository metadata for many open source software ecosystems.

GitHub / braindecode / braindecode

Deep learning software to decode EEG, ECG or MEG signals

JSON API: http://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/braindecode%2Fbraindecode
PURL: pkg:github/braindecode/braindecode

Stars: 990
Forks: 220
Open issues: 81

License: bsd-3-clause
Language: Python
Size: 17.6 MB
Dependencies parsed at: Pending

Created at: over 5 years ago
Updated at: 8 days ago
Pushed at: 8 days ago
Last synced at: 8 days ago

Commit Stats

Commits: 1541
Authors: 52
Mean commits per author: 29.63
Development Distribution Score: 0.68
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/braindecode/braindecode

Topics: deep-learning, ecog, eeg, electrocorticography, electroencephalogram, electroencephalography, magnetoencephalography, meg, neuroimaging, neuroscience, python, pytorch

OpenSSF Scorecard report

4.1

Overall Score

10/10 Critical Risk
23/50 High Risk
0/40 Medium Risk
10/20 Low Risk
Generated on August 11, 2025 | Scorecard vv5.2.1-40-gf6ed084d
Security Checks
10/10
Binary-Artifacts
High Risk

no binaries found in the repo

Determines if the project has generated executable (binary) artifacts in the source repository.

10/10
Dangerous-Workflow
Critical Risk

no dangerous workflow patterns detected

Determines if the project's GitHub Action workflows avoid dangerous patterns.

10/10
License
Low Risk

license file detected

Determines if the project has defined a license.

Show details
ℹ️ Info: project has a license file: LICENSE.txt:0
ℹ️ Info: FSF or OSI recognized license: BSD 3-Clause "New" or "Revised" License: LICENSE.txt:0
10/10
Maintained
High Risk

13 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10

Determines if the project is "actively maintained".

3/10
Code-Review
High Risk

Found 11/30 approved changesets -- score normalized to 3

Determines if the project requires human code review before pull requests (aka merge requests) are merged.

0/10
CII-Best-Practices
Low Risk

no effort to earn an OpenSSF best practices badge detected

Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.

0/10
Fuzzing
Medium Risk

project is not fuzzed

Determines if the project uses fuzzing.

Show details
⚠️ Warn: no fuzzer integrations found
0/10
Pinned-Dependencies
Medium Risk

dependency not pinned by hash detected -- score normalized to 0

Determines if the project has declared and pinned the dependencies of its build process.

Show details
⚠️ Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/docs.yml:19: update your workflow using https://app.stepsecurity.io/secureworkflow/braindecode/braindecode/docs.yml/master?enable=pin
⚠️ Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/docs.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/braindecode/braindecode/docs.yml/master?enable=pin
⚠️ Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/docs.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/braindecode/braindecode/docs.yml/master?enable=pin
⚠️ Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/docs.yml:47: update your workflow using https://app.stepsecurity.io/secureworkflow/braindecode/braindecode/docs.yml/master?enable=pin
⚠️ Warn: third-party GitHubAction not pinned by hash: .github/workflows/docs.yml:54: update your workflow using https://app.stepsecurity.io/secureworkflow/braindecode/braindecode/docs.yml/master?enable=pin
⚠️ Warn: third-party GitHubAction not pinned by hash: .github/workflows/link-to-doc.yaml:8: update your workflow using https://app.stepsecurity.io/secureworkflow/braindecode/braindecode/link-to-doc.yaml/master?enable=pin
⚠️ Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pre-commit.yaml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/braindecode/braindecode/pre-commit.yaml/master?enable=pin
⚠️ Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pre-commit.yaml:13: update your workflow using https://app.stepsecurity.io/secureworkflow/braindecode/braindecode/pre-commit.yaml/master?enable=pin
⚠️ Warn: third-party GitHubAction not pinned by hash: .github/workflows/pre-commit.yaml:14: update your workflow using https://app.stepsecurity.io/secureworkflow/braindecode/braindecode/pre-commit.yaml/master?enable=pin
⚠️ Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/tests.yml:24: update your workflow using https://app.stepsecurity.io/secureworkflow/braindecode/braindecode/tests.yml/master?enable=pin
⚠️ Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/tests.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/braindecode/braindecode/tests.yml/master?enable=pin
⚠️ Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/tests.yml:34: update your workflow using https://app.stepsecurity.io/secureworkflow/braindecode/braindecode/tests.yml/master?enable=pin
⚠️ Warn: third-party GitHubAction not pinned by hash: .github/workflows/tests.yml:51: update your workflow using https://app.stepsecurity.io/secureworkflow/braindecode/braindecode/tests.yml/master?enable=pin
⚠️ Warn: third-party GitHubAction not pinned by hash: .github/workflows/whats-new.yml:14: update your workflow using https://app.stepsecurity.io/secureworkflow/braindecode/braindecode/whats-new.yml/master?enable=pin
⚠️ Warn: pipCommand not pinned by hash: .github/workflows/docs.yml:37
⚠️ Warn: pipCommand not pinned by hash: .github/workflows/docs.yml:40
⚠️ Warn: pipCommand not pinned by hash: .github/workflows/tests.yml:42
⚠️ Warn: pipCommand not pinned by hash: .github/workflows/tests.yml:44
ℹ️ Info: 0 out of 9 GitHub-owned GitHubAction dependencies pinned
ℹ️ Info: 0 out of 5 third-party GitHubAction dependencies pinned
ℹ️ Info: 0 out of 4 pipCommand dependencies pinned
0/10
SAST
Medium Risk

SAST tool is not run on all commits -- score normalized to 0

Determines if the project uses static code analysis.

Show details
⚠️ Warn: 0 commits out of 26 are checked with a SAST tool
0/10
Security-Policy
Medium Risk

security policy file not detected

Determines if the project has published a security policy.

Show details
⚠️ Warn: no security policy file detected
⚠️ Warn: no security file to analyze
⚠️ Warn: no security file to analyze
⚠️ Warn: no security file to analyze
0/10
Token-Permissions
High Risk

detected GitHub workflow tokens with excessive permissions

Determines if the project's workflows follow the principle of least privilege.

Show details
⚠️ Warn: no topLevel permission defined: .github/workflows/docs.yml:1
⚠️ Warn: no topLevel permission defined: .github/workflows/link-to-doc.yaml:1
⚠️ Warn: no topLevel permission defined: .github/workflows/pre-commit.yaml:1
⚠️ Warn: no topLevel permission defined: .github/workflows/push-artifact-to-circleci.yml:1
⚠️ Warn: no topLevel permission defined: .github/workflows/tests.yml:1
⚠️ Warn: no topLevel permission defined: .github/workflows/whats-new.yml:1
ℹ️ Info: no jobLevel write permissions found
0/10
Vulnerabilities
High Risk

59 existing vulnerabilities detected

Determines if the project has open, known unfixed vulnerabilities.

Show details
⚠️ Warn: Project is vulnerable to: GHSA-29gw-9793-fvw7
⚠️ Warn: Project is vulnerable to: PYSEC-2015-24 / GHSA-4vwq-x64q-j4cj
⚠️ Warn: Project is vulnerable to: PYSEC-2017-46 / GHSA-66gw-5xpf-gfp5
⚠️ Warn: Project is vulnerable to: PYSEC-2015-25 / GHSA-92mr-v722-f48m
⚠️ Warn: Project is vulnerable to: PYSEC-2022-12 / GHSA-pq7m-3gw7-gq5x
⚠️ Warn: Project is vulnerable to: PYSEC-2017-47
⚠️ Warn: Project is vulnerable to: GHSA-3c5c-7235-994j
⚠️ Warn: Project is vulnerable to: GHSA-3f63-hfp8-52jq
⚠️ Warn: Project is vulnerable to: PYSEC-2021-41 / GHSA-3wvg-mj6g-m9cv
⚠️ Warn: Project is vulnerable to: PYSEC-2020-77 / GHSA-3xv8-3j54-hgrp
⚠️ Warn: Project is vulnerable to: PYSEC-2020-80 / GHSA-43fq-w8qq-v88h
⚠️ Warn: Project is vulnerable to: GHSA-44wm-f244-xhp3
⚠️ Warn: Project is vulnerable to: GHSA-4fx9-vc88-q2xc
⚠️ Warn: Project is vulnerable to: PYSEC-2021-35 / GHSA-57h3-9rgr-c24m
⚠️ Warn: Project is vulnerable to: PYSEC-2020-172 / GHSA-5gm3-px64-rw72
⚠️ Warn: Project is vulnerable to: PYSEC-2021-331 / GHSA-7534-mm45-c74v
⚠️ Warn: Project is vulnerable to: PYSEC-2021-92 / GHSA-7r7m-5h27-29hp
⚠️ Warn: Project is vulnerable to: PYSEC-2020-78 / GHSA-8843-m7mw-mxqm
⚠️ Warn: Project is vulnerable to: PYSEC-2023-227 / GHSA-8ghj-p4vj-mr35
⚠️ Warn: Project is vulnerable to: PYSEC-2014-87 / GHSA-8m9x-pxwq-j236
⚠️ Warn: Project is vulnerable to: PYSEC-2022-10 / GHSA-8vj2-vxx3-667w
⚠️ Warn: Project is vulnerable to: PYSEC-2021-36 / GHSA-8xjq-8fcg-g5hw
⚠️ Warn: Project is vulnerable to: PYSEC-2016-6 / GHSA-8xjv-v9xq-m5h9
⚠️ Warn: Project is vulnerable to: PYSEC-2021-42 / GHSA-95q3-8gr9-gm8w
⚠️ Warn: Project is vulnerable to: PYSEC-2022-168 / GHSA-9j59-75qj-795w
⚠️ Warn: Project is vulnerable to: PYSEC-2014-10 / GHSA-cfmr-38g9-f2h7
⚠️ Warn: Project is vulnerable to: PYSEC-2020-76 / GHSA-cqhg-xjhh-p8hf
⚠️ Warn: Project is vulnerable to: PYSEC-2021-40 / GHSA-f4w8-cv6p-x6r5
⚠️ Warn: Project is vulnerable to: PYSEC-2021-69 / GHSA-f5g8-5qq7-938w
⚠️ Warn: Project is vulnerable to: PYSEC-2021-139 / GHSA-g6rj-rv7j-xwp4
⚠️ Warn: Project is vulnerable to: PYSEC-2015-16 / GHSA-h5rf-vgqx-wjv2
⚠️ Warn: Project is vulnerable to: PYSEC-2016-5 / GHSA-hggx-3h72-49ww
⚠️ Warn: Project is vulnerable to: PYSEC-2020-84 / GHSA-hj69-c76v-86wr
⚠️ Warn: Project is vulnerable to: PYSEC-2016-7 / GHSA-hvr8-466p-75rh
⚠️ Warn: Project is vulnerable to: PYSEC-2015-15 / GHSA-j6f7-g425-4gmx
⚠️ Warn: Project is vulnerable to: GHSA-j7hp-h8jx-5ppr
⚠️ Warn: Project is vulnerable to: PYSEC-2019-110 / GHSA-j7mj-748x-7p78
⚠️ Warn: Project is vulnerable to: GHSA-jgpv-4h4c-xhw3
⚠️ Warn: Project is vulnerable to: PYSEC-2022-42979 / GHSA-m2vv-5vj5-2hm7
⚠️ Warn: Project is vulnerable to: PYSEC-2021-37 / GHSA-mvg9-xffr-p774
⚠️ Warn: Project is vulnerable to: PYSEC-2020-83 / GHSA-p49h-hjvm-jg3h
⚠️ Warn: Project is vulnerable to: PYSEC-2022-8 / GHSA-pw3c-h7wp-cvhx
⚠️ Warn: Project is vulnerable to: PYSEC-2021-93 / GHSA-q5hq-fp76-qmrc
⚠️ Warn: Project is vulnerable to: PYSEC-2020-82 / GHSA-r7rm-8j6h-r933
⚠️ Warn: Project is vulnerable to: PYSEC-2014-23 / GHSA-r854-96gq-rfg3
⚠️ Warn: Project is vulnerable to: PYSEC-2016-8 / GHSA-rwr3-c2q8-gm56
⚠️ Warn: Project is vulnerable to: PYSEC-2020-81 / GHSA-vcqg-3p29-xw73
⚠️ Warn: Project is vulnerable to: PYSEC-2020-79 / GHSA-vj42-xq3r-hr3r
⚠️ Warn: Project is vulnerable to: PYSEC-2021-70 / GHSA-vqcj-wrf2-7v73
⚠️ Warn: Project is vulnerable to: PYSEC-2016-9 / GHSA-w4vg-rf63-f3j3
⚠️ Warn: Project is vulnerable to: PYSEC-2014-22 / GHSA-x895-2wrm-hvp7
⚠️ Warn: Project is vulnerable to: PYSEC-2022-9 / GHSA-xrcv-f9gm-v42c
⚠️ Warn: Project is vulnerable to: PYSEC-2021-137
⚠️ Warn: Project is vulnerable to: PYSEC-2021-138
⚠️ Warn: Project is vulnerable to: PYSEC-2021-317
⚠️ Warn: Project is vulnerable to: PYSEC-2021-38
⚠️ Warn: Project is vulnerable to: PYSEC-2021-39
⚠️ Warn: Project is vulnerable to: PYSEC-2021-94
⚠️ Warn: Project is vulnerable to: PYSEC-2023-175
N/A
Branch-Protection
Not Applicable

internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration

Determines if the default and release branches are protected with GitHub's branch protection settings.

N/A
Packaging
Not Applicable

packaging workflow not detected

Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.

Show details
⚠️ Warn: no GitHub/GitLab publishing workflow detected.
N/A
Signed-Releases
Not Applicable

no releases found

Determines if the project cryptographically signs release artifacts.