Evidaxis
Dated record

keras

repo · keras-team/keras · paper: not linked · as of

Niche: not yet assigned.

31.2 commits per week averaged over the trailing window. No paper is linked in OpenAlex. deps.dev: 1,162 direct dependents. 64,418 GitHub stars, recorded, not scored. Measured for keras as of 2026-11-07; sources: GitHub, OpenAlex and deps.dev where linked. Source definitions and captured readings accompany these measurements.

commits/wk 31.2 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 1,162 weekly axis input; partition 2026-11-07 measured · deps.dev snapshot ·
stars 64,418 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is keras still maintained?

31.2 commits per week averaged over the trailing window.

GitHub averaged 31.2 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: -42 · vs 26 weeks earlier: -5 · 52-week range: 1 to 82 commits in an individual week.

line chart: keras, weekly commits, 22 in latest week, 2025-11-09 to 2026-11-01
keras averaged 31.2 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-09-1327
2026-09-2020
2026-09-2731
2026-10-0464
2026-10-1153
2026-10-1831
2026-10-2515
2026-11-0122
heatmap chart: keras, weeks with commits, 26 of 26, 2026-05-10 to 2026-11-01
26 of the last 26 captured weeks had commits for keras. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-11-098
2025-11-163
2025-11-239
2025-11-3017
2025-12-0713
2025-12-1421
2025-12-218
2025-12-288
2026-01-0414
2026-01-1114
2026-01-1824
2026-01-2522
2026-02-0124
2026-02-0819
2026-02-1555
2026-02-2239
2026-03-0144
2026-03-0838
2026-03-1515
2026-03-2258
2026-03-2952
2026-04-0523
2026-04-1216
2026-04-1941
2026-04-2634
2026-05-0327
2026-05-1023
2026-05-1719
2026-05-2432
2026-05-3132
2026-06-0721
2026-06-145
2026-06-2125
2026-06-287
2026-07-051
2026-07-1227
2026-07-1920
2026-07-2629
2026-08-0282
2026-08-099
2026-08-1617
2026-08-2323
2026-08-3038
2026-09-0633
2026-09-1327
2026-09-2020
2026-09-2731
2026-10-0464
2026-10-1153
2026-10-1831
2026-10-2515
2026-11-0122

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 week31.2-1.6-5.613.4 to 36.8GitHub, trailing 12 weeks2026-11-07Public query30.1
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-11-07Public queryno reading
Weekly direct dependents1,162no readingno reading1,162 to 1,162Weekly direct dependents2026-11-07Public queryno reading
Daily package dependents (unscored)4,083no readingno reading1,541 to 4,083deps.dev REST, unscored2026-11-06Public query4,084
Stars64,41855no reading64,279 to 64,418GitHub stars, unscored2026-11-07Public query64,399

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

How to cite keras's record?

Evidaxis. keras measurement record. Snapshot 2026-11-07. urn:evidaxis:claim:e_61BHW1YYH5J:m5:2026-11-07. CC0-1.0. https://evidaxis.org/e/e_61BHW1YYH5J/

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

Is anyone using keras?

deps.dev: 1,162 direct dependents.

Weekly dependents
PartitionDirect dependentsWeekly pointsMethod
no partition1,1621m5 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): 4,083; captured 2026-11-06; package: pypi/keras. 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. 64,418 GitHub stars, recorded, not scored.

sparkline chart: keras, daily dependents, 4,083, 2026-w36 to 2026-w45
keras recorded 4,083 daily dependents. deps.dev REST (unscored) · .
Captured daily series
Unscored daily dependents, as captured
PeriodDependents
2026-w361,541
2026-w371,544
2026-w381,548
2026-w394,076
2026-w404,078
2026-w414,062
2026-w424,065
2026-w434,074
2026-w444,079
2026-w454,083

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: keras, changed published values, 2, 2026-10-31 to 2026-11-07
2 published values changed for keras since 2026-10-31. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week30.131.21.1
Citing worksno readingno readingno reading
Weekly direct dependentsno reading1,162no reading
Stars64,39964,41819

Evidaxis snapshots · period 2026-10-31 to 2026-11-07 · n = 10 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 keras, and why

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

Unmeasured slots
ReadingReason
Citing worksnot linked

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: 10 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

keras

repo
Unassigned (AI-v1 census) · n = 6545 · keras-team/keras
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+1.57 within cohort, log-slope +0.028/wk.0+1.57
velocity z
+1.57 σ
slope
+0.028/wk
· Evidaxis snapshot · 2026-11-07
log-slope +0.028/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
31.2
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
69.6
percentile p79
commit heatmap, last 26 weeks31.2/wk
weekly commits, 26 weeks26 weeks of commits, peak 82 in a week, 26 active weeks, 706 total.week 1: 23 commitsweek 2: 19 commitsweek 3: 32 commitsweek 4: 32 commitsweek 5: 21 commitsweek 6: 5 commitsweek 7: 25 commitsweek 8: 7 commitsweek 9: 1 commitsweek 10: 27 commitsweek 11: 20 commitsweek 12: 29 commitsweek 13: 82 commitsweek 14: 9 commitsweek 15: 17 commitsweek 16: 23 commitsweek 17: 38 commitsweek 18: 33 commitsweek 19: 27 commitsweek 20: 20 commitsweek 21: 31 commitsweek 22: 64 commitsweek 23: 53 commitsweek 24: 31 commitsweek 25: 15 commitsweek 26: 22 commits
weeks
26
peak/wk
82
active
26
total
706
· Evidaxis snapshot · 2026-11-07
citations by yearCitation source: not measured.
Daily dependents count (unscored) 4,083 dependents 1,103 direct, 3,118 indirect · pypi/keras · deps.dev · the scored m5 axis uses weekly partitions
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +2.92, regime accelerating. prior slope +0.015, recent slope +0.044 per week. +0.015prior 39w+0.044recent 13w+2.92×
swing
+2.92×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m5
commit-axis Sharpe log-linear slope over residual std, value +0.019 with 95% CI -0.006 to +0.044, 50 degrees of freedom. CI spans zero.0+0.01995% CI -0.006, +0.044-0.006+0.044
sharpe
+0.019
95% ci
-0.006, +0.044
dof
50
snapshot 1 of 1 · · m5
commit changepoint52 weekly commit points. Changepoint at week 48 (2026-10-10), slope change -12.463 commits per week.2026-10-10
date
week
48 of 52
Δslope
-12.463/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 10 of 10 · · 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
1,162
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