Evidaxis
Dated record

python-genai

repo · googleapis/python-genai · paper: not linked · as of

Niche: not yet assigned.

17 commits per week averaged over the trailing window. No paper is linked in OpenAlex. deps.dev: 1,971 direct dependents. 4,057 GitHub stars, recorded, not scored. Measured for python-genai as of 2026-11-07; sources: GitHub, OpenAlex and deps.dev where linked. Source definitions and captured readings accompany these measurements.

commits/wk 17 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 1,971 weekly axis input; partition 2026-11-07 measured · deps.dev snapshot ·
stars 4,057 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is python-genai still maintained?

17 commits per week averaged over the trailing window.

GitHub averaged 17 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: -7 · vs 26 weeks earlier: 1 · 52-week range: 1 to 35 commits in an individual week.

line chart: python-genai, weekly commits, 17 in latest week, 2025-11-09 to 2026-11-01
python-genai averaged 17 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-09-1316
2026-09-2014
2026-09-2717
2026-10-0424
2026-10-1135
2026-10-1831
2026-10-2515
2026-11-0117
heatmap chart: python-genai, weeks with commits, 26 of 26, 2026-05-10 to 2026-11-01
26 of the last 26 captured weeks had commits for python-genai. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-11-0930
2025-11-1614
2025-11-231
2025-11-3017
2025-12-0718
2025-12-1421
2025-12-211
2025-12-281
2026-01-0415
2026-01-1115
2026-01-182
2026-01-2512
2026-02-0113
2026-02-0812
2026-02-158
2026-02-2220
2026-03-013
2026-03-0817
2026-03-1510
2026-03-2217
2026-03-298
2026-04-0523
2026-04-1214
2026-04-1922
2026-04-2613
2026-05-0316
2026-05-1024
2026-05-1714
2026-05-247
2026-05-3118
2026-06-0719
2026-06-1422
2026-06-2112
2026-06-284
2026-07-0521
2026-07-1223
2026-07-1916
2026-07-2619
2026-08-0214
2026-08-0923
2026-08-168
2026-08-239
2026-08-3011
2026-09-067
2026-09-1316
2026-09-2014
2026-09-2717
2026-10-0424
2026-10-1135
2026-10-1831
2026-10-2515
2026-11-0117

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 week172.22.89.9 to 17.5GitHub, trailing 12 weeks2026-11-07Public query17.5
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-11-07Public queryno reading
Weekly direct dependents1,971no readingno reading1,971 to 1,971Weekly direct dependents2026-11-07Public queryno reading
Daily package dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscorednot capturedPublic queryno reading
Stars4,05740no reading3,992 to 4,057GitHub stars, unscored2026-11-07Public query4,049

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

How to cite python-genai's record?

Evidaxis. python-genai measurement record. Snapshot 2026-11-07. urn:evidaxis:claim:e_EDWD7K7RHYC:m5:2026-11-07. CC0-1.0. https://evidaxis.org/e/e_EDWD7K7RHYC/

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

Is anyone using python-genai?

deps.dev: 1,971 direct dependents.

Weekly dependents
PartitionDirect dependentsWeekly pointsMethod
no partition1,9711m5 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. 4,057 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: python-genai, changed published values, 2, 2026-10-31 to 2026-11-07
2 published values changed for python-genai since 2026-10-31. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week17.517-0.5
Citing worksno readingno readingno reading
Weekly direct dependentsno reading1,971no reading
Stars4,0494,0578

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 python-genai, 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

python-genai

repo
Unassigned (AI-v1 census) · n = 6545 · googleapis/python-genai
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 71 within cohort p25 p50 p75 p0 p100
percentile
p71
· 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+0.63 within cohort, log-slope +0.011/wk.0+0.63
velocity z
+0.63 σ
slope
+0.011/wk
· Evidaxis snapshot · 2026-11-07
log-slope +0.011/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
17
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
57.8
percentile p71
commit heatmap, last 26 weeks17/wk
weekly commits, 26 weeks26 weeks of commits, peak 35 in a week, 26 active weeks, 440 total.week 1: 24 commitsweek 2: 14 commitsweek 3: 7 commitsweek 4: 18 commitsweek 5: 19 commitsweek 6: 22 commitsweek 7: 12 commitsweek 8: 4 commitsweek 9: 21 commitsweek 10: 23 commitsweek 11: 16 commitsweek 12: 19 commitsweek 13: 14 commitsweek 14: 23 commitsweek 15: 8 commitsweek 16: 9 commitsweek 17: 11 commitsweek 18: 7 commitsweek 19: 16 commitsweek 20: 14 commitsweek 21: 17 commitsweek 22: 24 commitsweek 23: 35 commitsweek 24: 31 commitsweek 25: 15 commitsweek 26: 17 commits
weeks
26
peak/wk
35
active
26
total
440
· Evidaxis snapshot · 2026-11-07
citations by yearCitation source: not measured.
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +3.30, regime accelerating. prior slope +0.019, recent slope +0.063 per week. +0.019prior 39w+0.063recent 13w+3.30×
swing
+3.30×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m5
commit-axis Sharpe log-linear slope over residual std, value +0.023 with 95% CI +0.005 to +0.041, 50 degrees of freedom. CI excludes zero.0+0.02395% CI +0.005, +0.041+0.005+0.041
sharpe
+0.023
95% ci
+0.005, +0.041
dof
50
snapshot 1 of 1 · · m5
commit changepoint52 weekly commit points. Changepoint at week 4 (2025-12-06), slope change +14.672 commits per week.2025-12-06
date
week
4 of 52
Δslope
+14.672/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
1,971
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