Evidaxis
Dated record

torchrec

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

Niche: not yet assigned.

32.4 commits per week averaged over the trailing window. No paper is linked in OpenAlex. Dependents: no reading captured in the partition. 2,623 GitHub stars, recorded, not scored. Measured for torchrec as of 2026-11-07; sources: GitHub, OpenAlex and deps.dev where linked.

commits/wk 32.4 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 2,623 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is torchrec still maintained?

32.4 commits per week averaged over the trailing window.

GitHub averaged 32.4 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: -14 · vs 26 weeks earlier: 0 · 52-week range: 4 to 57 commits in an individual week.

line chart: torchrec, weekly commits, 21 in latest week, 2025-11-09 to 2026-11-01
torchrec averaged 32.4 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-09-1341
2026-09-2038
2026-09-2728
2026-10-0435
2026-10-1126
2026-10-1827
2026-10-2532
2026-11-0121
heatmap chart: torchrec, weeks with commits, 26 of 26, 2026-05-10 to 2026-11-01
26 of the last 26 captured weeks had commits for torchrec. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
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
2026-10-0435
2026-10-1126
2026-10-1827
2026-10-2532
2026-11-0121

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 week32.4-0.13.312.3 to 33.2GitHub, trailing 12 weeks2026-11-07Public query33.1
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)0no readingno reading0 to 0deps.dev REST, unscored2026-11-06Public query0
Stars2,62311no reading2,607 to 2,623GitHub stars, unscored2026-11-07Public query2,620

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

How to cite torchrec's record?

Evidaxis. torchrec measurement record. Snapshot 2026-11-07. urn:evidaxis:claim:e_47H5WW4FFHC:m5:2026-11-07. CC0-1.0. https://evidaxis.org/e/e_47H5WW4FFHC/

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

Is anyone using torchrec?

Dependents: no reading captured in the partition.

Weekly dependents
PartitionDirect dependentsWeekly pointsMethod
no partitionno reading0m5 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): 0; captured 2026-11-06; package: pypi/torchrec. 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. 2,623 GitHub stars, recorded, not scored.

sparkline chart: torchrec, daily dependents, 0, 2026-w39 to 2026-w45
torchrec recorded 0 daily dependents. deps.dev REST (unscored) · .
Captured daily series
Unscored daily dependents, as captured
PeriodDependents
2026-w390
2026-w400
2026-w410
2026-w420
2026-w430
2026-w440
2026-w450

deps.dev · period 2026-11-07 · n = 0 partitions · method m5 own packages · updated · version 868e3c39d9c7-b1 · CSV

What changed since the last snapshot?

2 published readings changed between snapshots d1eb0cec0f6a and 868e3c39d9c7.

slope chart: torchrec, changed published values, 2, 2026-10-31 to 2026-11-07
2 published values changed for torchrec since 2026-10-31. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week33.132.4-0.7
Citing worksno readingno readingno reading
Weekly direct dependentsno readingno readingno reading
Stars2,6202,6233

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 torchrec, 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

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

torchrec

repo
Unassigned (AI-v1 census) · n = 6545 · meta-pytorch/torchrec
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 82 within cohort p25 p50 p75 p0 p100
percentile
p82
· 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+2.08 within cohort, log-slope +0.032/wk.0+2.08
velocity z
+2.08 σ
slope
+0.032/wk
· Evidaxis snapshot · 2026-11-07
log-slope +0.032/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
32.4
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
75.9
percentile p82
commit heatmap, last 26 weeks32.4/wk
weekly commits, 26 weeks26 weeks of commits, peak 57 in a week, 26 active weeks, 658 total.week 1: 19 commitsweek 2: 14 commitsweek 3: 25 commitsweek 4: 22 commitsweek 5: 24 commitsweek 6: 12 commitsweek 7: 21 commitsweek 8: 4 commitsweek 9: 5 commitsweek 10: 16 commitsweek 11: 34 commitsweek 12: 12 commitsweek 13: 30 commitsweek 14: 31 commitsweek 15: 57 commitsweek 16: 28 commitsweek 17: 34 commitsweek 18: 22 commitsweek 19: 41 commitsweek 20: 38 commitsweek 21: 28 commitsweek 22: 35 commitsweek 23: 26 commitsweek 24: 27 commitsweek 25: 32 commitsweek 26: 21 commits
weeks
26
peak/wk
57
active
26
total
658
· Evidaxis snapshot · 2026-11-07
citations by yearCitation source: not measured.
Daily dependents count (unscored) 0 dependents 0 direct · pypi/torchrec · deps.dev · the scored m5 axis uses weekly partitions
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -3.52, regime recent slope sign differs from prior window. prior slope +0.009, recent slope -0.030 per week. +0.009prior 39w-0.030recent 13w-3.52×
swing
-3.52×
regime
recent slope sign differs from prior window
windows
13w vs 39w
snapshot 1 of 1 · · m5
commit-axis Sharpe log-linear slope over residual std, value +0.031 with 95% CI -0.000 to +0.062, 50 degrees of freedom. CI spans zero.0+0.03195% CI -0.000, +0.062-0.000+0.062
sharpe
+0.031
95% ci
-0.000, +0.062
dof
50
snapshot 1 of 1 · · m5
commit changepoint52 weekly commit points. Changepoint at week 4 (2025-12-06), slope change +5.819 commits per week.2025-12-06
date
week
4 of 52
Δslope
+5.819/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