Evidaxis
Dated record

torchrec

repo · meta-pytorch/torchrec · paper: not linked · as of

Niche: not yet assigned.

29.6 commits per week averaged over the trailing window. No paper is linked in OpenAlex. Dependents: no reading in the scored panel. 2 of 4 weekly observations; full commit series captured. 2,607 GitHub stars, recorded, not scored. Measured 2026-10-03 for torchrec; sources linked below.

commits/wk 29.6 averaged, trailing window last commit week 2026-09-27 measured · GitHub ·
citations no paper linked all years, indexed to date no reading · OpenAlex ·
direct dependents not in the scored panel partition 2026-10-03 no reading · deps.dev snapshot ·
stars 2,607 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is torchrec still maintained?

29.6 commits per week averaged over the trailing window.

GitHub averaged 29.6 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-09-27; 1 consecutive zero weeks in the captured series.

Commits in the latest captured week vs 4 weeks earlier: -22 · vs 26 weeks earlier: -40 · 52-week range: 0 to 57 commits in an individual week.

line chart: torchrec, weekly commits, 0 in latest week, 2025-10-12 to 2026-10-04
torchrec averaged 29.6 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-08-1657
2026-08-2328
2026-08-3034
2026-09-0622
2026-09-1341
2026-09-2038
2026-09-2728
2026-10-040
heatmap chart: torchrec, weeks with commits, 25 of 26, 2026-04-12 to 2026-10-04
25 of the last 26 captured weeks had commits for torchrec. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-10-127
2025-10-1919
2025-10-269
2025-11-0227
2025-11-0918
2025-11-1614
2025-11-237
2025-11-3013
2025-12-0711
2025-12-1412
2025-12-2114
2025-12-286
2026-01-0410
2026-01-1113
2026-01-1815
2026-01-2515
2026-02-0126
2026-02-0825
2026-02-1529
2026-02-2222
2026-03-0118
2026-03-0829
2026-03-1526
2026-03-2233
2026-03-2936
2026-04-0540
2026-04-1240
2026-04-1927
2026-04-2628
2026-05-0321
2026-05-1019
2026-05-1714
2026-05-2425
2026-05-3122
2026-06-0724
2026-06-1412
2026-06-2121
2026-06-284
2026-07-055
2026-07-1216
2026-07-1934
2026-07-2612
2026-08-0230
2026-08-0931
2026-08-1657
2026-08-2328
2026-08-3034
2026-09-0622
2026-09-1341
2026-09-2038
2026-09-2728
2026-10-040

GitHub commit_activity · period 2025-10-12 to 2026-10-04 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version 0641434ff686-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week29.65.13.412.3 to 30.9GitHub, trailing 12 weeks2026-10-03Public query29
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-10-03Public queryno reading
Direct dependentsno readingno readingno readingno readingDirect dependents2026-10-03Public queryno reading
Daily dependents (unscored)0no readingno reading0 to 0deps.dev REST, unscored2026-w40Public queryno reading
Stars2,607no readingno reading2,607 to 2,607GitHub stars, unscored2026-10-03Public query2,607

Evidaxis snapshot · period 2026-10-03 · n = 1 system · method source linked readings · updated · version 0641434ff686-b1

How to cite torchrec's record?

Evidaxis. torchrec measurement record. Snapshot 2026-10-03. urn:evidaxis:claim:e_47H5WW4FFHC:m3:2026-10-03. CC0-1.0. https://evidaxis.org/e/e_47H5WW4FFHC/

Evidaxis · period 2026-10-03 · n = 1 system · method claim URN · updated · version 0641434ff686-b1

Is anyone using torchrec?

Dependents: no reading in the scored panel.

Weekly dependents
PartitionDirect dependentsWeekly pointsMethod
no partitionno readingno readingm3 package union

Daily dependents (unscored): 0. 2,607 GitHub stars, recorded, not scored.

sparkline chart: torchrec, daily dependents, 0, 2026-w39 to 2026-w40
torchrec recorded 0 daily dependents. deps.dev REST (unscored) · .
Captured daily series
Unscored daily dependents, as captured
PeriodDependents
2026-w390
2026-w400

deps.dev · period 2026-10-03 · n = 0 partitions · method m3 package union · updated · version 0641434ff686-b1 · CSV

What changed since the last snapshot?

1 published readings changed between snapshots 9d2fe956adbc and 0641434ff686.

slope chart: torchrec, changed published values, 1, 2026-09-26 to 2026-10-03
1 published values changed for torchrec since 2026-09-26. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week2929.60.6
Citing worksno readingno readingno reading
Direct dependentsno readingno readingno reading
Stars2,6072,6070

Evidaxis snapshots · period 2026-09-26 to 2026-10-03 · n = 2 partitions · method paired snapshot values · updated · version 0641434ff686-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 2026-10-03 · n = 1 system · method CC0-1.0 open export · updated · version 0641434ff686-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 torchrec, and why

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

Unmeasured slots
ReadingReason
Citing worksnot linked
Direct dependentsoutside panel

Dependents: no reading in the scored panel.

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 2026-10-03 · n = 1 system · method measurement coverage · updated · version 0641434ff686-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 2 of 4 weekly observations. Axis coverage: 1 of 3 axes measurable. Gate: not computable - history 2 of 4 weekly observations

2 of 4 weekly observations; full commit series captured.

torchrec

repo
Unassigned (AI-v1 census) · n = 5773 · meta-pytorch/torchrec
1 of 3 axes measurable · conf low
convergence gate
Convergence gate: Gate: not computable - history 2 of 4 weekly observations Development velocity: measured × Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): not measurable ∅
gate
0 of 3 axes

Gate: not computable - history 2 of 4 weekly observations

· Evidaxis snapshot · 2026-10-03
Gate: not computable - history 2 of 4 weekly observations
position in cohort distribution one of 5773 in cohort
percentile 24 within cohort p25 p50 p75 p0 p100
percentile
p24
· Evidaxis snapshot · 2026-10-03
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-1.00 within cohort, log-slope -0.012/wk.0-1.00
velocity z
-1.00 σ
slope
-0.012/wk
· Evidaxis snapshot · 2026-10-03
log-slope -0.012/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: outside the frozen panel; not measured.
cohort
5773
systems measured
weekly commits
29.6
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
37.5
percentile p24
commit heatmap, last 26 weeks29.6/wk
weekly commits, 26 weeks26 weeks of commits, peak 57 in a week, 25 active weeks, 633 total.week 1: 40 commitsweek 2: 27 commitsweek 3: 28 commitsweek 4: 21 commitsweek 5: 19 commitsweek 6: 14 commitsweek 7: 25 commitsweek 8: 22 commitsweek 9: 24 commitsweek 10: 12 commitsweek 11: 21 commitsweek 12: 4 commitsweek 13: 5 commitsweek 14: 16 commitsweek 15: 34 commitsweek 16: 12 commitsweek 17: 30 commitsweek 18: 31 commitsweek 19: 57 commitsweek 20: 28 commitsweek 21: 34 commitsweek 22: 22 commitsweek 23: 41 commitsweek 24: 38 commitsweek 25: 28 commitsweek 26: 0 commits
weeks
26
peak/wk
57
active
25
total
633
· Evidaxis snapshot · 2026-10-03
citations by yearCitation source: not measured.
Daily dependents count (unscored) 0 dependents 0 direct · pypi/torchrec · deps.dev · the scored m3 axis uses weekly partitions
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -7.88, regime recent slope sign differs from prior window. prior slope +0.010, recent slope -0.076 per week. +0.010prior 39w-0.076recent 13w-7.88×
swing
-7.88×
regime
recent slope sign differs from prior window
windows
13w vs 39w
snapshot 1 of 1 · · m3
commit-axis Sharpe log-linear slope over residual std, value +0.012 with 95% CI -0.011 to +0.035, 50 degrees of freedom. CI spans zero.0+0.01295% CI -0.011, +0.035-0.011+0.035
sharpe
+0.012
95% ci
-0.011, +0.035
dof
50
snapshot 1 of 1 · · m3
commit changepoint52 weekly commit points. Changepoint at week 50 (2026-09-19), slope change -19.349 commits per week.2026-09-19
date
week
50 of 52
Δslope
-19.349/wk
snapshot 1 of 1 · · m3
code-leads-citation lag reserved

reserved: citation series too short / axis absent for cross-correlation

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
axis alpha vs cohort reserved

reserved: cohort N too small for regression (power ~0)

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
methodology gate snapshot 1 of 1 · · m3
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 2 of 2 · · m3

Direct-dependents momentum (deps.dev)

Direct-dependents axis: outside the frozen panel; not measured.

Coverage state
out_of_panel
Cohort z
no axis
OLS slope
no reading
Theil-Sen slope
no reading
Latest direct dependents
no reading
Confirmed-clean points
no reading
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 2026-10-03 · n = 1 system · method measurement detail · updated · version 0641434ff686-b1 · record JSON · snapshot receipt