Evidaxis
Dated record

vertex-ai-mlops

repo · gcp-mlops · paper: not linked · as of

Niche: not yet assigned.

11.7 commits per week averaged over the trailing window. No paper is linked in OpenAlex. Dependents: no admitted own package. 720 GitHub stars, recorded, not scored. Measured for vertex-ai-mlops as of 2026-11-07; sources: GitHub, OpenAlex and deps.dev where linked. Source definitions and captured readings accompany these measurements.

commits/wk 11.7 averaged, trailing window last commit week 2026-10-18 measured · GitHub ·
citations no paper linked all years, indexed to date no reading · OpenAlex ·
direct dependents not in the scored panel weekly axis input; partition 2026-11-07 no reading · deps.dev snapshot ·
stars 720 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is vertex-ai-mlops still maintained?

11.7 commits per week averaged over the trailing window.

GitHub averaged 11.7 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-10-18; 2 consecutive zero weeks in the captured series.

Commits in the latest captured week vs 4 weeks earlier: 0 · vs 26 weeks earlier: -35 · 52-week range: 0 to 47 commits in an individual week.

line chart: vertex-ai-mlops, weekly commits, 0 in latest week, 2025-11-09 to 2026-11-01
vertex-ai-mlops averaged 11.7 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-09-1335
2026-09-200
2026-09-270
2026-10-040
2026-10-117
2026-10-1813
2026-10-250
2026-11-010
heatmap chart: vertex-ai-mlops, weeks with commits, 14 of 26, 2026-05-10 to 2026-11-01
14 of the last 26 captured weeks had commits for vertex-ai-mlops. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-11-096
2025-11-1616
2025-11-233
2025-11-300
2025-12-070
2025-12-140
2025-12-210
2025-12-280
2026-01-042
2026-01-111
2026-01-180
2026-01-250
2026-02-010
2026-02-082
2026-02-158
2026-02-2213
2026-03-013
2026-03-086
2026-03-1513
2026-03-2221
2026-03-2928
2026-04-055
2026-04-1222
2026-04-1912
2026-04-2626
2026-05-0335
2026-05-1015
2026-05-1723
2026-05-245
2026-05-310
2026-06-0715
2026-06-147
2026-06-210
2026-06-280
2026-07-050
2026-07-126
2026-07-1925
2026-07-2611
2026-08-028
2026-08-090
2026-08-160
2026-08-230
2026-08-3047
2026-09-0638
2026-09-1335
2026-09-200
2026-09-270
2026-10-040
2026-10-117
2026-10-1813
2026-10-250
2026-11-010

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 week11.7-2-4.30.7 to 17.6GitHub, trailing 12 weeks2026-11-07Public query11.7
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-11-07Public queryno reading
Weekly direct dependentsno readingno readingno readingno readingWeekly direct dependents2026-11-07Public queryno reading
Daily package dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscorednot capturedPublic queryno reading
Stars7203no reading717 to 720GitHub stars, unscored2026-11-07Public query718

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

How to cite vertex-ai-mlops's record?

Evidaxis. vertex-ai-mlops measurement record. Snapshot 2026-11-07. urn:evidaxis:claim:e_Z4R1D3H6HG4:m5:2026-11-07. CC0-1.0. https://evidaxis.org/e/e_Z4R1D3H6HG4/

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

What changed since the last snapshot?

1 published readings changed between snapshots d1eb0cec0f6a and 868e3c39d9c7.

slope chart: vertex-ai-mlops, changed published values, 1, 2026-10-31 to 2026-11-07
1 published values changed for vertex-ai-mlops since 2026-10-31. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week11.711.70
Citing worksno readingno readingno reading
Weekly direct dependentsno readingno readingno reading
Stars7187202

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 vertex-ai-mlops, and why

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

    Unmeasured slots
    ReadingReason
    Citing worksnot linked
    Weekly direct dependentsoutside panel
    Daily package 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 2026-11-07 · 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

    vertex-ai-mlops

    repo
    Unassigned (AI-v1 census) · n = 6545 · gcp-mlops
    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 11 within cohort p25 p50 p75 p0 p100
    percentile
    p11
    · 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-2.21 within cohort, log-slope -0.035/wk.0-2.21
    velocity z
    -2.21 σ
    slope
    -0.035/wk
    · Evidaxis snapshot · 2026-11-07
    log-slope -0.035/wk
    citation z Citation source: not measured.
    direct-dependents z Direct-dependents axis: no admitted own package; not measured.
    cohort
    6545
    systems measured
    weekly commits
    11.7
    Development velocity axis: measured.
    total citations
    no reading
    Citation source: not measured.
    momentum
    22.4
    percentile p11
    commit heatmap, last 26 weeks11.7/wk
    weekly commits, 26 weeks26 weeks of commits, peak 47 in a week, 14 active weeks, 255 total.week 1: 15 commitsweek 2: 23 commitsweek 3: 5 commitsweek 4: 0 commitsweek 5: 15 commitsweek 6: 7 commitsweek 7: 0 commitsweek 8: 0 commitsweek 9: 0 commitsweek 10: 6 commitsweek 11: 25 commitsweek 12: 11 commitsweek 13: 8 commitsweek 14: 0 commitsweek 15: 0 commitsweek 16: 0 commitsweek 17: 47 commitsweek 18: 38 commitsweek 19: 35 commitsweek 20: 0 commitsweek 21: 0 commitsweek 22: 0 commitsweek 23: 7 commitsweek 24: 13 commitsweek 25: 0 commitsweek 26: 0 commits
    weeks
    26
    peak/wk
    47
    active
    14
    total
    255
    · Evidaxis snapshot · 2026-11-07
    citations by yearCitation source: not measured.
    recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -0.84, regime recent slope sign differs from prior window. prior slope +0.037, recent slope -0.031 per week. +0.037prior 39w-0.031recent 13w-0.84×
    swing
    -0.84×
    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 +0.005 with 95% CI -0.028 to +0.038, 50 degrees of freedom. CI spans zero.0+0.00595% CI -0.028, +0.038-0.028+0.038
    sharpe
    +0.005
    95% ci
    -0.028, +0.038
    dof
    50
    snapshot 1 of 1 · · m5
    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 · · 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: 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 2026-11-07 · n = 1 system · method measurement detail · updated · version 868e3c39d9c7-b1 · record JSON · snapshot receipt