Evidaxis
Dated record

mne-python

repo · mne-tools/mne-python · paper: not linked · as of

Niche: not yet assigned.

31 commits per week averaged over the trailing window. No paper is linked in OpenAlex. deps.dev: 321 direct dependents. 3,585 GitHub stars, recorded, not scored. Measured for mne-python as of 2026-11-07; sources: GitHub, OpenAlex and deps.dev where linked. Source definitions and captured readings accompany these measurements.

commits/wk 31 averaged, trailing window last commit week 2026-11-01 measured · GitHub ·
citations no paper linked all years, indexed to date no reading · OpenAlex ·
direct dependents 321 weekly axis input; partition 2026-11-07 measured · deps.dev snapshot ·
stars 3,585 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is mne-python still maintained?

31 commits per week averaged over the trailing window.

GitHub averaged 31 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-11-01.

Commits in the latest captured week vs 4 weeks earlier: -1 · vs 26 weeks earlier: 24 · 52-week range: 1 to 66 commits in an individual week.

line chart: mne-python, weekly commits, 29 in latest week, 2025-11-09 to 2026-11-01
mne-python averaged 31 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-09-1318
2026-09-2029
2026-09-2727
2026-10-0430
2026-10-1122
2026-10-1828
2026-10-2516
2026-11-0129
heatmap chart: mne-python, weeks with commits, 26 of 26, 2026-05-10 to 2026-11-01
26 of the last 26 captured weeks had commits for mne-python. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-11-092
2025-11-1630
2025-11-237
2025-11-307
2025-12-0713
2025-12-145
2025-12-2110
2025-12-281
2026-01-0412
2026-01-1111
2026-01-1812
2026-01-2513
2026-02-0114
2026-02-0817
2026-02-159
2026-02-2217
2026-03-0122
2026-03-0815
2026-03-1513
2026-03-2222
2026-03-2925
2026-04-0528
2026-04-1218
2026-04-1920
2026-04-2619
2026-05-035
2026-05-1011
2026-05-179
2026-05-2414
2026-05-3119
2026-06-0714
2026-06-1417
2026-06-2127
2026-06-2830
2026-07-0523
2026-07-1237
2026-07-1930
2026-07-2629
2026-08-0223
2026-08-0924
2026-08-1627
2026-08-2366
2026-08-3034
2026-09-0646
2026-09-1318
2026-09-2029
2026-09-2727
2026-10-0430
2026-10-1122
2026-10-1828
2026-10-2516
2026-11-0129

GitHub commit_activity · period 2025-11-09 to 2026-11-01 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version 868e3c39d9c7-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week31-0.913.210.2 to 33GitHub, trailing 12 weeks2026-11-07Public query30.4
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-11-07Public queryno reading
Weekly direct dependents321no readingno reading321 to 321Weekly direct dependents2026-11-07Public queryno reading
Daily package dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscorednot capturedPublic queryno reading
Stars3,58542no reading3,528 to 3,585GitHub stars, unscored2026-11-07Public query3,575

Evidaxis snapshot · period 2026-11-07 · n = 1 system · method source linked readings · updated · version 868e3c39d9c7-b1

How to cite mne-python's record?

Evidaxis. mne-python measurement record. Snapshot 2026-11-07. urn:evidaxis:claim:e_E1VCC6J60MM:m5:2026-11-07. CC0-1.0. https://evidaxis.org/e/e_E1VCC6J60MM/

Evidaxis · period 2026-11-07 · n = 1 system · method claim URN · updated · version 868e3c39d9c7-b1

Is anyone using mne-python?

deps.dev: 321 direct dependents.

Weekly dependents
PartitionDirect dependentsWeekly pointsMethod
no partition3211m5 own packages

deps.dev weekly direct dependents of the system's own packages. A package counts when it is declared in the system's own tree, published under that name and not attributed by deps.dev to another repository. Partition dates can repeat across snapshots. Package linkage is not uniformly verified: packages with no repository metadata (no_link) are unverified and remain admitted.

Daily package dependents (unscored): no reading; captured not captured; package: not captured. deps.dev REST count for one identity-verified pinned package, captured daily and never scored. Its package scope differs from the weekly package union; neither value replaces the other. 3,585 GitHub stars, recorded, not scored.

deps.dev · period 2026-11-07 · n = 1 partition · method m5 own packages · updated · version 868e3c39d9c7-b1 · CSV

What changed since the last snapshot?

3 published readings changed between snapshots d1eb0cec0f6a and 868e3c39d9c7.

slope chart: mne-python, changed published values, 2, 2026-10-31 to 2026-11-07
2 published values changed for mne-python since 2026-10-31. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week30.4310.6
Citing worksno readingno readingno reading
Weekly direct dependentsno reading321no reading
Stars3,5753,58510

Evidaxis snapshots · period 2026-10-31 to 2026-11-07 · n = 7 partitions · method paired snapshot values · updated · version 868e3c39d9c7-b1 · History CSV

Take the data or follow changes

Values and captured history are available under CC0-1.0. The system feed records changes to published numbers.

Values CSVHistory CSVJSON recordAtom feedJSON FeedAdd Evidaxis as a preferred source on GoogleReport an error

Evidaxis · period 2026-11-07 · n = 1 system · method CC0-1.0 open export · updated · version 868e3c39d9c7-b1

For teams tracking many systems

Use the cohort CSV, snapshot archive and membership manifest to reproduce observations across systems.

Cohort CSV · Snapshot archive · Membership manifest

Paper and links

Source records identify the system, repository and linked works; no paper authors are published.

What is not measured for mne-python, and why

Missing readings describe instrument coverage. A missing value is not a measured zero.

Unmeasured slots
ReadingReason
Citing worksnot linked
Daily package dependents (unscored)no reading captured

Gate ETA: never published; Evidaxis makes no public actionable prediction.

Dependents ecosystem composition: no reading; this field is not present in the snapshot.

Evidaxis · period 2026-11-07 · n = 1 system · method measurement coverage · updated · version 868e3c39d9c7-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 7 weekly observations; minimum 4. Axis coverage: 1 of 3 axes measurable. Gate: not computable - 1 of 3 axes measurable

Gate: not computable - 1 of 3 axes measurable

mne-python

repo
Unassigned (AI-v1 census) · n = 6545 · mne-tools/mne-python
1 of 3 axes measurable · conf low
convergence gate
Convergence gate: Gate: not computable - 1 of 3 axes measurable Development velocity: rising vote Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): not measurable ∅
gate
1 of 3 axes

Gate: not computable - 1 of 3 axes measurable

· Evidaxis snapshot · 2026-11-07
Gate: not computable - 1 of 3 axes measurable
position in cohort distribution one of 6545 in cohort
percentile 79 within cohort p25 p50 p75 p0 p100
percentile
p79
· Evidaxis snapshot · 2026-11-07
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+1.61 within cohort, log-slope +0.026/wk.0+1.61
velocity z
+1.61 σ
slope
+0.026/wk
· Evidaxis snapshot · 2026-11-07
log-slope +0.026/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: minimum of 14 usable points of the new quantity and 5 latest dependents not met.
cohort
6545
systems measured
weekly commits
31
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
70.1
percentile p79
commit heatmap, last 26 weeks31/wk
weekly commits, 26 weeks26 weeks of commits, peak 66 in a week, 26 active weeks, 679 total.week 1: 11 commitsweek 2: 9 commitsweek 3: 14 commitsweek 4: 19 commitsweek 5: 14 commitsweek 6: 17 commitsweek 7: 27 commitsweek 8: 30 commitsweek 9: 23 commitsweek 10: 37 commitsweek 11: 30 commitsweek 12: 29 commitsweek 13: 23 commitsweek 14: 24 commitsweek 15: 27 commitsweek 16: 66 commitsweek 17: 34 commitsweek 18: 46 commitsweek 19: 18 commitsweek 20: 29 commitsweek 21: 27 commitsweek 22: 30 commitsweek 23: 22 commitsweek 24: 28 commitsweek 25: 16 commitsweek 26: 29 commits
weeks
26
peak/wk
66
active
26
total
679
· Evidaxis snapshot · 2026-11-07
citations by yearCitation source: not measured.
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -1.10, regime recent slope sign differs from prior window. prior slope +0.032, recent slope -0.035 per week. +0.032prior 39w-0.035recent 13w-1.10×
swing
-1.10×
regime
recent slope sign differs from prior window
windows
13w vs 39w
snapshot 1 of 1 · · m5
commit-axis Sharpe log-linear slope over residual std, value +0.056 with 95% CI +0.038 to +0.074, 50 degrees of freedom. CI excludes zero.0+0.05695% CI +0.038, +0.074+0.038+0.074
sharpe
+0.056
95% ci
+0.038, +0.074
dof
50
snapshot 1 of 1 · · m5
commit changepoint52 weekly commit points. Changepoint at week 42 (2026-08-29), slope change -3.197 commits per week.2026-08-29
date
week
42 of 52
Δslope
-3.197/wk
snapshot 1 of 1 · · m5
code-leads-citation lag reserved

reserved: citation series too short / axis absent for cross-correlation

status
reserved
value
insufficient data
snapshot 1 of 1 · · m5
axis alpha vs cohort reserved

reserved: cohort N too small for regression (power ~0)

status
reserved
value
insufficient data
snapshot 1 of 1 · · m5
methodology gate snapshot 1 of 1 · · m5
commit weeks
52
citation years
0
shipped
3
reserved
3

shipped

  • recency-swing
  • commit-sharpe
  • commit-changepoint

reserved

  • code-leads-citation-lag
  • axis-alpha
  • gate-eta
snapshot 7 of 7 · · m5

Direct-dependents momentum (deps.dev)

Direct-dependents axis: minimum of 14 usable points of the new quantity and 5 latest dependents not met.

Coverage state
below_floor
Cohort z
no axis
OLS slope
no reading
Theil-Sen slope
no reading
Latest direct dependents
321
Confirmed-clean points
1
Reconstructed history points
no reading
As-of partition
no reading
Fragility veto
no reading
Rising vote
no

Source: deps.dev (Google), CC-BY 4.0. Modified: aggregated to system-level counts and momentum scores.

Axis definition · Snapshot axis correlations

Evidaxis · period 2026-11-07 · n = 1 system · method measurement detail · updated · version 868e3c39d9c7-b1 · record JSON · snapshot receipt