Evidaxis

tensorflow

repo
Unassigned (AI-v1 census) · n = 6141 · tensorflow/tensorflow
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

Gate: not computable — 1 of 3 axes measurable
position in cohort distribution one of 6141 in cohort
percentile 23 within cohort p25 p50 p75 p0 p100
percentile
p23
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-1.06 within cohort, log-slope -0.015/wk.0-1.06
velocity z
-1.06 σ
slope
-0.015/wk
log-slope -0.015/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
281.7
Development velocity axis: measured.
total citations
n/a
Citation source: not measured.
momentum
36.8
percentile p23
commit heatmap, last 26 weeks281.7/wk
weekly commits, 26 weeks26 weeks of commits, peak 411 in a week, 26 active weeks, 7320 total.week 1: 384 commitsweek 2: 291 commitsweek 3: 296 commitsweek 4: 267 commitsweek 5: 317 commitsweek 6: 224 commitsweek 7: 337 commitsweek 8: 98 commitsweek 9: 319 commitsweek 10: 332 commitsweek 11: 318 commitsweek 12: 294 commitsweek 13: 240 commitsweek 14: 223 commitsweek 15: 347 commitsweek 16: 317 commitsweek 17: 364 commitsweek 18: 175 commitsweek 19: 411 commitsweek 20: 274 commitsweek 21: 229 commitsweek 22: 276 commitsweek 23: 225 commitsweek 24: 334 commitsweek 25: 387 commitsweek 26: 41 commits
weeks
26
peak/wk
411
active
26
total
7320
citations by yearCitation source: not measured.

tensorflow holds an Evidaxis momentum score of 36.8 of 100 on methodology m4, snapshot 2026-10-10, measured within the Unassigned (AI-v1 census) cohort (n = 6141). Axis coverage: 1 of 3 axes measurable. Gate: not computable — 1 of 3 axes measurable

Derived signals

second-order reads, computed from the published series

Three signals ship when the commit series is statistically sufficient; the rest are held in a reserved state until the data supports them. A reserved signal shows its reason, never a fabricated number. How these are computed.

recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -15.09, regime recent slope sign differs from prior window. prior slope +0.004, recent slope -0.057 per week. +0.004prior 39w-0.057recent 13w-15.09×
swing
-15.09×
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 +0.001 with 95% CI -0.018 to +0.019, 50 degrees of freedom. CI spans zero.0+0.00195% CI -0.018, +0.019-0.018+0.019
sharpe
+0.001
95% ci
-0.018, +0.019
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
gate ETA reserved

reserved: needs snapshot history (1 snapshot exists)

status
reserved
value
insufficient history
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 1 of 1 · · m4

Measurement states

tensorflow is under weekly measurement. History: 10 weekly observations; minimum 4. Development velocity axis: measured. Citation source: not measured. Direct-dependents axis: no admitted own package; not measured. Gate: not computable — 1 of 3 axes measurable

Sources

tensorflow/tensorflow development-velocity axis

Others in Unassigned (AI-v1 census)

0xDeCA10B Unassigned (AI-v1 census)
1 of 3 axes measurable
50
p66
vel +0.00 cit no axis deps no axis
axis dials
+0.00 n/a n/a
100-Days-Of-ML-Code Unassigned (AI-v1 census)
1 of 3 axes measurable
78
p87
vel +2.27 cit no axis deps no axis
axis dials
+2.27 n/a n/a
10x Unassigned (AI-v1 census)
1 of 3 axes measurable
50
p52
vel +0.00 cit no axis deps no axis
axis dials
+0.00 n/a n/a
1Cat-vLLM Unassigned (AI-v1 census)
1 of 3 axes measurable
88
p91
vel +3.00 cit no axis deps no axis
axis dials
+3.00 n/a n/a
3D-convolutional-speaker-recognition Unassigned (AI-v1 census)
1 of 3 axes measurable
50
p61
vel +0.00 cit no axis deps no axis
axis dials
+0.00 n/a n/a
3D-ResNets-PyTorch Unassigned (AI-v1 census)
1 of 3 axes measurable
50
p43
vel -0.00 cit no axis deps no axis
axis dials
-0.00 n/a n/a

Full Unassigned (AI-v1 census) cohort →

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
n/a
Theil-Sen slope
n/a
Latest direct dependents
n/a
Confirmed-clean points
n/a
Reconstructed history points
n/a
As-of partition
n/a
Fragility veto
n/a
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

entity_id e_MXJFHPMG9BH methodology m4 snapshot ad5e404d4f82 period 2026-w41 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m4, never edited by hand. Cite as: “Evidaxis, tensorflow, entity e_MXJFHPMG9BH, snapshot 2026-w41.”

Durable reference (format-independent): urn:evidaxis:claim:e_MXJFHPMG9BH:m4:2026-10-10