Evidaxis
Dated record

hls4ml

repo · fastmachinelearning/hls4ml · paper: not linked · as of

Niche: not yet assigned.

4.1 commits per week averaged over the trailing window. No paper is linked in OpenAlex. Dependents: no reading captured in the partition. 2,200 GitHub stars, recorded, not scored. Measured for hls4ml as of 2026-11-07; sources: GitHub, OpenAlex and deps.dev where linked.

commits/wk 4.1 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 not captured this week weekly axis input; partition 2026-11-07 no reading · deps.dev snapshot ·
stars 2,200 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is hls4ml still maintained?

4.1 commits per week averaged over the trailing window.

GitHub averaged 4.1 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: -1 · vs 26 weeks earlier: 1 · 52-week range: 0 to 12 commits in an individual week.

line chart: hls4ml, weekly commits, 1 in latest week, 2025-11-09 to 2026-11-01
hls4ml averaged 4.1 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-09-134
2026-09-208
2026-09-277
2026-10-042
2026-10-1112
2026-10-183
2026-10-253
2026-11-011
heatmap chart: hls4ml, weeks with commits, 23 of 26, 2026-05-10 to 2026-11-01
23 of the last 26 captured weeks had commits for hls4ml. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-11-092
2025-11-161
2025-11-230
2025-11-304
2025-12-071
2025-12-143
2025-12-210
2025-12-280
2026-01-041
2026-01-116
2026-01-185
2026-01-255
2026-02-013
2026-02-084
2026-02-151
2026-02-222
2026-03-012
2026-03-081
2026-03-155
2026-03-222
2026-03-291
2026-04-051
2026-04-121
2026-04-191
2026-04-260
2026-05-030
2026-05-100
2026-05-171
2026-05-240
2026-05-312
2026-06-073
2026-06-143
2026-06-212
2026-06-281
2026-07-051
2026-07-120
2026-07-192
2026-07-263
2026-08-024
2026-08-095
2026-08-163
2026-08-233
2026-08-301
2026-09-062
2026-09-134
2026-09-208
2026-09-277
2026-10-042
2026-10-1112
2026-10-183
2026-10-253
2026-11-011

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 week4.10.42.71 to 4.5GitHub, trailing 12 weeks2026-11-07Public query4.3
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
Stars2,20017no reading2,165 to 2,200GitHub stars, unscored2026-11-07Public query2,196

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

How to cite hls4ml's record?

Evidaxis. hls4ml measurement record. Snapshot 2026-11-07. urn:evidaxis:claim:e_66VP32RTZZJ:m5:2026-11-07. CC0-1.0. https://evidaxis.org/e/e_66VP32RTZZJ/

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

What changed since the last snapshot?

2 published readings changed between snapshots d1eb0cec0f6a and 868e3c39d9c7.

slope chart: hls4ml, changed published values, 2, 2026-10-31 to 2026-11-07
2 published values changed for hls4ml since 2026-10-31. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week4.34.1-0.2
Citing worksno readingno readingno reading
Weekly direct dependentsno readingno readingno reading
Stars2,1962,2004

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 hls4ml, and why

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

Unmeasured slots
ReadingReason
Citing worksnot linked
Weekly direct dependentsno partition
Daily package dependents (unscored)no reading captured

Dependents: no reading captured in the partition.

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

hls4ml

repo
Unassigned (AI-v1 census) · n = 6545 · fastmachinelearning/hls4ml
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 88 within cohort p25 p50 p75 p0 p100
percentile
p88
· 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+2.87 within cohort, log-slope +0.045/wk.0+2.87
velocity z
+2.87 σ
slope
+0.045/wk
· Evidaxis snapshot · 2026-11-07
log-slope +0.045/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
4.1
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
85.9
percentile p88
commit heatmap, last 26 weeks4.1/wk
weekly commits, 26 weeks26 weeks of commits, peak 12 in a week, 23 active weeks, 76 total.week 1: 0 commitsweek 2: 1 commitsweek 3: 0 commitsweek 4: 2 commitsweek 5: 3 commitsweek 6: 3 commitsweek 7: 2 commitsweek 8: 1 commitsweek 9: 1 commitsweek 10: 0 commitsweek 11: 2 commitsweek 12: 3 commitsweek 13: 4 commitsweek 14: 5 commitsweek 15: 3 commitsweek 16: 3 commitsweek 17: 1 commitsweek 18: 2 commitsweek 19: 4 commitsweek 20: 8 commitsweek 21: 7 commitsweek 22: 2 commitsweek 23: 12 commitsweek 24: 3 commitsweek 25: 3 commitsweek 26: 1 commits
weeks
26
peak/wk
12
active
23
total
76
· Evidaxis snapshot · 2026-11-07
citations by yearCitation source: not measured.
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +0.85, regime recent slope below prior window. prior slope -0.003, recent slope -0.003 per week. -0.003prior 39w-0.003recent 13w+0.85×
swing
+0.85×
regime
recent slope below prior window
windows
13w vs 39w
snapshot 1 of 1 · · m5
commit-axis Sharpe log-linear slope over residual std, value +0.018 with 95% CI -0.009 to +0.045, 50 degrees of freedom. CI spans zero.0+0.01895% CI -0.009, +0.045-0.009+0.045
sharpe
+0.018
95% ci
-0.009, +0.045
dof
50
snapshot 1 of 1 · · m5
commit changepoint52 weekly commit points. Changepoint at week 49 (2026-10-17), slope change -3.331 commits per week.2026-10-17
date
week
49 of 52
Δslope
-3.331/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
no reading
Confirmed-clean points
0
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