Evidaxis
Dated record

Automodel

repo · NVIDIA-NeMo/Automodel · paper: not linked · as of

Niche: not yet assigned.

46.2 commits per week averaged over the trailing window. No paper is linked in OpenAlex. deps.dev: 0 direct dependents confirmed. 1,078 GitHub stars, recorded, not scored. Measured for Automodel as of 2026-11-07; sources: GitHub, OpenAlex and deps.dev where linked. Source definitions and captured readings accompany these measurements.

commits/wk 46.2 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 0 weekly axis input; partition 2026-11-07 measured · deps.dev snapshot ·
stars 1,078 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is Automodel still maintained?

46.2 commits per week averaged over the trailing window.

GitHub averaged 46.2 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: -20 · vs 26 weeks earlier: 10 · 52-week range: 1 to 76 commits in an individual week.

line chart: Automodel, weekly commits, 37 in latest week, 2025-11-09 to 2026-11-01
Automodel averaged 46.2 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-09-1342
2026-09-2051
2026-09-2759
2026-10-0457
2026-10-1176
2026-10-1857
2026-10-2538
2026-11-0137
heatmap chart: Automodel, weeks with commits, 26 of 26, 2026-05-10 to 2026-11-01
26 of the last 26 captured weeks had commits for Automodel. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-11-0914
2025-11-1631
2025-11-239
2025-11-3014
2025-12-077
2025-12-1422
2025-12-211
2025-12-284
2026-01-0417
2026-01-1119
2026-01-1815
2026-01-2526
2026-02-0129
2026-02-0850
2026-02-1521
2026-02-2231
2026-03-0139
2026-03-0832
2026-03-1535
2026-03-2216
2026-03-2944
2026-04-0551
2026-04-1257
2026-04-1967
2026-04-2643
2026-05-0327
2026-05-1036
2026-05-1739
2026-05-2441
2026-05-3150
2026-06-0768
2026-06-1464
2026-06-2163
2026-06-2842
2026-07-0535
2026-07-1260
2026-07-1961
2026-07-2671
2026-08-0252
2026-08-0953
2026-08-1639
2026-08-2340
2026-08-3029
2026-09-0629
2026-09-1342
2026-09-2051
2026-09-2759
2026-10-0457
2026-10-1176
2026-10-1857
2026-10-2538
2026-11-0137

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 week46.2-2.47.614.9 to 55GitHub, trailing 12 weeks2026-11-07Public query47.5
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-11-07Public queryno reading
Weekly direct dependents0no readingno reading0 to 0Weekly direct dependents2026-11-07Public queryno reading
Daily package dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscorednot capturedPublic queryno reading
Stars1,07871no reading980 to 1,078GitHub stars, unscored2026-11-07Public query1,063

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

How to cite Automodel's record?

Evidaxis. Automodel measurement record. Snapshot 2026-11-07. urn:evidaxis:claim:e_Q402E274NS6:m5:2026-11-07. CC0-1.0. https://evidaxis.org/e/e_Q402E274NS6/

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

Is anyone using Automodel?

deps.dev: 0 direct dependents confirmed.

Weekly dependents
PartitionDirect dependentsWeekly pointsMethod
no partition01m5 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. 1,078 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: Automodel, changed published values, 2, 2026-10-31 to 2026-11-07
2 published values changed for Automodel since 2026-10-31. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week47.546.2-1.3
Citing worksno readingno readingno reading
Weekly direct dependentsno reading0no reading
Stars1,0631,07815

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 Automodel, 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

Automodel

repo
Unassigned (AI-v1 census) · n = 6545 · NVIDIA-NeMo/Automodel
1 of 3 axes measurable · conf low
convergence gate
Convergence gate: Gate: not computable - 1 of 3 axes measurable Development velocity: measured × Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): not measurable ∅
gate
0 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 40 within cohort p25 p50 p75 p0 p100
percentile
p40
· 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-0.01 within cohort, log-slope -0.001/wk.0-0.01
velocity z
-0.01 σ
slope
-0.001/wk
· Evidaxis snapshot · 2026-11-07
log-slope -0.001/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
46.2
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
49.9
percentile p40
commit heatmap, last 26 weeks46.2/wk
weekly commits, 26 weeks26 weeks of commits, peak 76 in a week, 26 active weeks, 1289 total.week 1: 36 commitsweek 2: 39 commitsweek 3: 41 commitsweek 4: 50 commitsweek 5: 68 commitsweek 6: 64 commitsweek 7: 63 commitsweek 8: 42 commitsweek 9: 35 commitsweek 10: 60 commitsweek 11: 61 commitsweek 12: 71 commitsweek 13: 52 commitsweek 14: 53 commitsweek 15: 39 commitsweek 16: 40 commitsweek 17: 29 commitsweek 18: 29 commitsweek 19: 42 commitsweek 20: 51 commitsweek 21: 59 commitsweek 22: 57 commitsweek 23: 76 commitsweek 24: 57 commitsweek 25: 38 commitsweek 26: 37 commits
weeks
26
peak/wk
76
active
26
total
1289
· Evidaxis snapshot · 2026-11-07
citations by yearCitation source: not measured.
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +0.41, regime recent slope below prior window. prior slope +0.049, recent slope +0.020 per week. +0.049prior 39w+0.020recent 13w+0.41×
swing
+0.41×
regime
recent slope below 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 +0.028 to +0.084, 50 degrees of freedom. CI excludes zero.0+0.05695% CI +0.028, +0.084+0.028+0.084
sharpe
+0.056
95% ci
+0.028, +0.084
dof
50
snapshot 1 of 1 · · m5
commit changepoint52 weekly commit points. Changepoint at week 49 (2026-10-17), slope change -14.505 commits per week.2026-10-17
date
week
49 of 52
Δslope
-14.505/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
0
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