Evidaxis
Dated record

numpyro

repo · pyro-ppl/numpyro · paper: not linked · as of

Niche: not yet assigned.

9.6 commits per week averaged over the trailing window. No paper is linked in OpenAlex. deps.dev: 162 direct dependents. 2,777 GitHub stars, recorded, not scored. Measured for numpyro as of 2026-11-07; sources: GitHub, OpenAlex and deps.dev where linked. Source definitions and captured readings accompany these measurements.

commits/wk 9.6 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 162 weekly axis input; partition 2026-11-07 measured · deps.dev snapshot ·
stars 2,777 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is numpyro still maintained?

9.6 commits per week averaged over the trailing window.

GitHub averaged 9.6 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: 4 · 52-week range: 0 to 28 commits in an individual week.

line chart: numpyro, weekly commits, 8 in latest week, 2025-11-09 to 2026-11-01
numpyro averaged 9.6 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-09-1311
2026-09-206
2026-09-2716
2026-10-0415
2026-10-1110
2026-10-1828
2026-10-254
2026-11-018
heatmap chart: numpyro, weeks with commits, 24 of 26, 2026-05-10 to 2026-11-01
24 of the last 26 captured weeks had commits for numpyro. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-11-090
2025-11-162
2025-11-234
2025-11-302
2025-12-070
2025-12-143
2025-12-216
2025-12-280
2026-01-041
2026-01-110
2026-01-188
2026-01-252
2026-02-011
2026-02-082
2026-02-153
2026-02-222
2026-03-010
2026-03-080
2026-03-159
2026-03-223
2026-03-296
2026-04-050
2026-04-121
2026-04-190
2026-04-269
2026-05-034
2026-05-102
2026-05-177
2026-05-243
2026-05-311
2026-06-072
2026-06-140
2026-06-210
2026-06-286
2026-07-052
2026-07-121
2026-07-195
2026-07-262
2026-08-025
2026-08-092
2026-08-161
2026-08-237
2026-08-304
2026-09-065
2026-09-1311
2026-09-206
2026-09-2716
2026-10-0415
2026-10-1110
2026-10-1828
2026-10-254
2026-11-018

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 week9.636.52.1 to 9.6GitHub, trailing 12 weeks2026-11-07Public query8.9
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-11-07Public queryno reading
Weekly direct dependents162no readingno reading162 to 162Weekly direct dependents2026-11-07Public queryno reading
Daily package dependents (unscored)190no readingno reading182 to 190deps.dev REST, unscored2026-11-06Public query189
Stars2,77710no reading2,757 to 2,777GitHub stars, unscored2026-11-07Public query2,774

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

How to cite numpyro's record?

Evidaxis. numpyro measurement record. Snapshot 2026-11-07. urn:evidaxis:claim:e_MCTV4FQKY0G:m5:2026-11-07. CC0-1.0. https://evidaxis.org/e/e_MCTV4FQKY0G/

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

Is anyone using numpyro?

deps.dev: 162 direct dependents.

Weekly dependents
PartitionDirect dependentsWeekly pointsMethod
no partition1621m5 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): 190; captured 2026-11-06; package: pypi/numpyro. 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. 2,777 GitHub stars, recorded, not scored.

sparkline chart: numpyro, daily dependents, 190, 2026-w39 to 2026-w45
numpyro recorded 190 daily dependents. deps.dev REST (unscored) · .
Captured daily series
Unscored daily dependents, as captured
PeriodDependents
2026-w39182
2026-w40183
2026-w41185
2026-w42187
2026-w43188
2026-w44190
2026-w45190

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: numpyro, changed published values, 2, 2026-10-31 to 2026-11-07
2 published values changed for numpyro since 2026-10-31. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week8.99.60.7
Citing worksno readingno readingno reading
Weekly direct dependentsno reading162no reading
Stars2,7742,7773

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 numpyro, 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: 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

numpyro

repo
Unassigned (AI-v1 census) · n = 6545 · pyro-ppl/numpyro
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 91 within cohort p25 p50 p75 p0 p100
percentile
p91
· 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+2.96 within cohort, log-slope +0.070/wk.0+2.96
velocity z
+2.96 σ
slope
+0.070/wk
· Evidaxis snapshot · 2026-11-07
log-slope +0.070/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
9.6
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
87.0
percentile p91
commit heatmap, last 26 weeks9.6/wk
weekly commits, 26 weeks26 weeks of commits, peak 28 in a week, 24 active weeks, 153 total.week 1: 2 commitsweek 2: 7 commitsweek 3: 3 commitsweek 4: 1 commitsweek 5: 2 commitsweek 6: 0 commitsweek 7: 0 commitsweek 8: 6 commitsweek 9: 2 commitsweek 10: 1 commitsweek 11: 5 commitsweek 12: 2 commitsweek 13: 5 commitsweek 14: 2 commitsweek 15: 1 commitsweek 16: 7 commitsweek 17: 4 commitsweek 18: 5 commitsweek 19: 11 commitsweek 20: 6 commitsweek 21: 16 commitsweek 22: 15 commitsweek 23: 10 commitsweek 24: 28 commitsweek 25: 4 commitsweek 26: 8 commits
weeks
26
peak/wk
28
active
24
total
153
· Evidaxis snapshot · 2026-11-07
citations by yearCitation source: not measured.
Daily dependents count (unscored) 190 dependents 158 direct, 33 indirect · pypi/numpyro · deps.dev · the scored m5 axis uses weekly partitions
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +11.53, regime accelerating. prior slope +0.010, recent slope +0.115 per week. +0.010prior 39w+0.115recent 13w+11.53×
swing
+11.53×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m5
commit-axis Sharpe log-linear slope over residual std, value +0.037 with 95% CI +0.018 to +0.057, 50 degrees of freedom. CI excludes zero.0+0.03795% CI +0.018, +0.057+0.018+0.057
sharpe
+0.037
95% ci
+0.018, +0.057
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: 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
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