Evidaxis
Dated record

mne-python

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

Niche: not yet assigned.

30.2 commits per week averaged over the trailing window. No paper is linked in OpenAlex. Dependents: no admitted own package. 3 of 4 weekly observations; full commit series captured. 3,543 GitHub stars, recorded, not scored. Measured 2026-10-10 for mne-python; sources linked below.

commits/wk 30.2 averaged, trailing window last commit week 2026-10-11 measured · GitHub ·
citations no paper linked all years, indexed to date no reading · OpenAlex ·
direct dependents not in the scored panel partition 2026-10-10 no reading · deps.dev snapshot ·
stars 3,543 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is mne-python still maintained?

30.2 commits per week averaged over the trailing window.

GitHub averaged 30.2 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-10-11.

Commits in the latest captured week vs 4 weeks earlier: -9 · vs 26 weeks earlier: -9 · 52-week range: 1 to 66 commits in an individual week.

line chart: mne-python, weekly commits, 9 in latest week, 2025-10-19 to 2026-10-11
mne-python averaged 30.2 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-08-2366
2026-08-3034
2026-09-0646
2026-09-1318
2026-09-2029
2026-09-2727
2026-10-0430
2026-10-119
heatmap chart: mne-python, weeks with commits, 26 of 26, 2026-04-19 to 2026-10-11
26 of the last 26 captured weeks had commits for mne-python. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-10-1927
2025-10-2613
2025-11-0219
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
2026-10-119

GitHub commit_activity · period 2025-10-19 to 2026-10-11 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version ad5e404d4f82-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week30.2-212.410.2 to 33GitHub, trailing 12 weeks2026-10-10Public query29.4
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-10-10Public queryno reading
Direct dependentsno readingno readingno readingno readingDirect dependents2026-10-10Public queryno reading
Daily dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscored2026-10-10Public queryno reading
Stars3,543no readingno reading3,528 to 3,543GitHub stars, unscored2026-10-10Public query3,536

Evidaxis snapshot · period 2026-10-10 · n = 1 system · method source linked readings · updated · version ad5e404d4f82-b1

How to cite mne-python's record?

Evidaxis. mne-python measurement record. Snapshot 2026-10-10. urn:evidaxis:claim:e_E1VCC6J60MM:m4:2026-10-10. CC0-1.0. https://evidaxis.org/e/e_E1VCC6J60MM/

Evidaxis · period 2026-10-10 · n = 1 system · method claim URN · updated · version ad5e404d4f82-b1

What changed since the last snapshot?

2 published readings changed between snapshots 0641434ff686 and ad5e404d4f82.

slope chart: mne-python, changed published values, 2, 2026-10-03 to 2026-10-10
2 published values changed for mne-python since 2026-10-03. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week29.430.20.8
Citing worksno readingno readingno reading
Direct dependentsno readingno readingno reading
Stars3,5363,5437

Evidaxis snapshots · period 2026-10-03 to 2026-10-10 · n = 3 partitions · method paired snapshot values · updated · version ad5e404d4f82-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 2026-10-10 · n = 1 system · method CC0-1.0 open export · updated · version ad5e404d4f82-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
Direct dependentsoutside panel
Daily dependents (unscored)no reading captured

Dependents: no admitted own package.

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 2026-10-10 · n = 1 system · method measurement coverage · updated · version ad5e404d4f82-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

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

3 of 4 weekly observations; full commit series captured.

mne-python

repo
Unassigned (AI-v1 census) · n = 6141 · mne-tools/mne-python
1 of 3 axes measurable · conf low
convergence gate
Convergence gate: Gate: not computable - history 3 of 4 weekly observations Development velocity: rising vote Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): not measurable ∅
gate
1 of 3 axes

Gate: not computable - history 3 of 4 weekly observations

· Evidaxis snapshot · 2026-10-10
Gate: not computable - history 3 of 4 weekly observations
position in cohort distribution one of 6141 in cohort
percentile 87 within cohort p25 p50 p75 p0 p100
percentile
p87
· Evidaxis snapshot · 2026-10-10
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+2.34 within cohort, log-slope +0.033/wk.0+2.34
velocity z
+2.34 σ
slope
+0.033/wk
· Evidaxis snapshot · 2026-10-10
log-slope +0.033/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: no admitted own package; not measured.
cohort
6141
systems measured
weekly commits
30.2
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
79.3
percentile p87
commit heatmap, last 26 weeks30.2/wk
weekly commits, 26 weeks26 weeks of commits, peak 66 in a week, 26 active weeks, 637 total.week 1: 20 commitsweek 2: 19 commitsweek 3: 5 commitsweek 4: 11 commitsweek 5: 9 commitsweek 6: 14 commitsweek 7: 19 commitsweek 8: 14 commitsweek 9: 17 commitsweek 10: 27 commitsweek 11: 30 commitsweek 12: 23 commitsweek 13: 37 commitsweek 14: 30 commitsweek 15: 29 commitsweek 16: 23 commitsweek 17: 24 commitsweek 18: 27 commitsweek 19: 66 commitsweek 20: 34 commitsweek 21: 46 commitsweek 22: 18 commitsweek 23: 29 commitsweek 24: 27 commitsweek 25: 30 commitsweek 26: 9 commits
weeks
26
peak/wk
66
active
26
total
637
· Evidaxis snapshot · 2026-10-10
citations by yearCitation source: not measured.
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -1.70, regime recent slope sign differs from prior window. prior slope +0.021, recent slope -0.036 per week. +0.021prior 39w-0.036recent 13w-1.70×
swing
-1.70×
regime
recent slope sign differs from prior window
windows
13w vs 39w
snapshot 1 of 1 · · m4
commit-axis Sharpe log-linear slope over residual std, value +0.042 with 95% CI +0.024 to +0.060, 50 degrees of freedom. CI excludes zero.0+0.04295% CI +0.024, +0.060+0.024+0.060
sharpe
+0.042
95% ci
+0.024, +0.060
dof
50
snapshot 1 of 1 · · m4
commit changepoint52 weekly commit points. No significant changepoint detected (|delta slope| within the noise floor).no significant changepoint
changepoint
none detected
snapshot 1 of 1 · · m4
code-leads-citation lag reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m4
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m4
methodology gate snapshot 1 of 1 · · m4
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 3 of 3 · · m4

Direct-dependents momentum (deps.dev)

Direct-dependents axis: no admitted own package; not measured.

Coverage state
out_of_panel
Cohort z
no axis
OLS slope
no reading
Theil-Sen slope
no reading
Latest direct dependents
no reading
Confirmed-clean points
no reading
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 2026-10-10 · n = 1 system · method measurement detail · updated · version ad5e404d4f82-b1 · record JSON · snapshot receipt