Evidaxis
Dated record

nncf

repo · openvinotoolkit/nncf · paper: not linked · as of

Niche: not yet assigned.

7.5 commits per week averaged over the trailing window. No paper is linked in OpenAlex. deps.dev: 7 direct dependents. 1,218 GitHub stars, recorded, not scored. Measured for nncf as of 2026-11-07; sources: GitHub, OpenAlex and deps.dev where linked. Source definitions and captured readings accompany these measurements.

commits/wk 7.5 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 7 weekly axis input; partition 2026-11-07 measured · deps.dev snapshot ·
stars 1,218 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is nncf still maintained?

7.5 commits per week averaged over the trailing window.

GitHub averaged 7.5 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: -8 · vs 26 weeks earlier: 5 · 52-week range: 0 to 18 commits in an individual week.

line chart: nncf, weekly commits, 10 in latest week, 2025-11-09 to 2026-11-01
nncf averaged 7.5 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-09-133
2026-09-208
2026-09-273
2026-10-0418
2026-10-1112
2026-10-189
2026-10-255
2026-11-0110
heatmap chart: nncf, weeks with commits, 25 of 26, 2026-05-10 to 2026-11-01
25 of the last 26 captured weeks had commits for nncf. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-11-093
2025-11-1610
2025-11-236
2025-11-3017
2025-12-079
2025-12-1410
2025-12-2110
2025-12-284
2026-01-0418
2026-01-1110
2026-01-186
2026-01-259
2026-02-0117
2026-02-0810
2026-02-1512
2026-02-228
2026-03-0111
2026-03-085
2026-03-158
2026-03-2211
2026-03-298
2026-04-058
2026-04-127
2026-04-196
2026-04-265
2026-05-035
2026-05-107
2026-05-175
2026-05-240
2026-05-314
2026-06-075
2026-06-148
2026-06-2110
2026-06-284
2026-07-053
2026-07-124
2026-07-195
2026-07-263
2026-08-022
2026-08-092
2026-08-161
2026-08-232
2026-08-301
2026-09-0618
2026-09-133
2026-09-208
2026-09-273
2026-10-0418
2026-10-1112
2026-10-189
2026-10-255
2026-11-0110

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 week7.52-0.33.8 to 11GitHub, trailing 12 weeks2026-11-07Public query6.8
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-11-07Public queryno reading
Weekly direct dependents7no readingno reading7 to 7Weekly direct dependents2026-11-07Public queryno reading
Daily package dependents (unscored)17no readingno reading17 to 18deps.dev REST, unscored2026-11-06Public query17
Stars1,218no readingno reading1,202 to 1,218GitHub stars, unscored2026-11-07Public query1,215

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

How to cite nncf's record?

Evidaxis. nncf measurement record. Snapshot 2026-11-07. urn:evidaxis:claim:e_434KSHS18GT:m5:2026-11-07. CC0-1.0. https://evidaxis.org/e/e_434KSHS18GT/

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

Is anyone using nncf?

deps.dev: 7 direct dependents.

Weekly dependents
PartitionDirect dependentsWeekly pointsMethod
no partition71m5 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): 17; captured 2026-11-06; package: pypi/nncf. 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. 1,218 GitHub stars, recorded, not scored.

sparkline chart: nncf, daily dependents, 17, 2026-w39 to 2026-w45
nncf recorded 17 daily dependents. deps.dev REST (unscored) · .
Captured daily series
Unscored daily dependents, as captured
PeriodDependents
2026-w3918
2026-w4018
2026-w4117
2026-w4217
2026-w4317
2026-w4417
2026-w4517

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: nncf, changed published values, 2, 2026-10-31 to 2026-11-07
2 published values changed for nncf since 2026-10-31. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week6.87.50.7
Citing worksno readingno readingno reading
Weekly direct dependentsno reading7no reading
Stars1,2151,2183

Evidaxis snapshots · period 2026-10-31 to 2026-11-07 · n = 6 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 nncf, 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: 6 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

nncf

repo
Unassigned (AI-v1 census) · n = 6545 · openvinotoolkit/nncf
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 80 within cohort p25 p50 p75 p0 p100
percentile
p80
· 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+1.79 within cohort, log-slope +0.027/wk.0+1.79
velocity z
+1.79 σ
slope
+0.027/wk
· Evidaxis snapshot · 2026-11-07
log-slope +0.027/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
7.5
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
72.4
percentile p80
commit heatmap, last 26 weeks7.5/wk
weekly commits, 26 weeks26 weeks of commits, peak 18 in a week, 25 active weeks, 152 total.week 1: 7 commitsweek 2: 5 commitsweek 3: 0 commitsweek 4: 4 commitsweek 5: 5 commitsweek 6: 8 commitsweek 7: 10 commitsweek 8: 4 commitsweek 9: 3 commitsweek 10: 4 commitsweek 11: 5 commitsweek 12: 3 commitsweek 13: 2 commitsweek 14: 2 commitsweek 15: 1 commitsweek 16: 2 commitsweek 17: 1 commitsweek 18: 18 commitsweek 19: 3 commitsweek 20: 8 commitsweek 21: 3 commitsweek 22: 18 commitsweek 23: 12 commitsweek 24: 9 commitsweek 25: 5 commitsweek 26: 10 commits
weeks
26
peak/wk
18
active
25
total
152
· Evidaxis snapshot · 2026-11-07
citations by yearCitation source: not measured.
Daily dependents count (unscored) 17 dependents 3 direct, 14 indirect · pypi/nncf · deps.dev · the scored m5 axis uses weekly partitions
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -5.31, regime recent slope sign differs from prior window. prior slope -0.025, recent slope +0.130 per week. -0.025prior 39w+0.130recent 13w-5.31×
swing
-5.31×
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 -0.022 with 95% CI -0.044 to +0.000, 50 degrees of freedom. CI spans zero.0-0.02295% CI -0.044, +0.000-0.044+0.000
sharpe
-0.022
95% ci
-0.044, +0.000
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 6 of 6 · · 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
7
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