Evidaxis
Dated record

interpret

repo · interpretml/interpret · paper: not linked · as of

Niche: not yet assigned.

2 commits per week averaged over the trailing window. No paper is linked in OpenAlex. Dependents: no admitted own package. 6,976 GitHub stars, recorded, not scored. Measured for interpret as of 2026-11-07; sources: GitHub, OpenAlex and deps.dev where linked. Source definitions and captured readings accompany these measurements.

commits/wk 2 averaged, trailing window last commit week 2026-10-25 measured · GitHub ·
citations no paper linked all years, indexed to date no reading · OpenAlex ·
direct dependents not in the scored panel weekly axis input; partition 2026-11-07 no reading · deps.dev snapshot ·
stars 6,976 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is interpret still maintained?

2 commits per week averaged over the trailing window.

GitHub averaged 2 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-10-25; 1 consecutive zero weeks in the captured series.

Commits in the latest captured week vs 4 weeks earlier: -6 · vs 26 weeks earlier: -6 · 52-week range: 0 to 32 commits in an individual week.

line chart: interpret, weekly commits, 0 in latest week, 2025-11-09 to 2026-11-01
interpret averaged 2 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-09-130
2026-09-200
2026-09-270
2026-10-046
2026-10-118
2026-10-181
2026-10-256
2026-11-010
heatmap chart: interpret, weeks with commits, 8 of 26, 2026-05-10 to 2026-11-01
8 of the last 26 captured weeks had commits for interpret. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-11-090
2025-11-162
2025-11-231
2025-11-300
2025-12-075
2025-12-141
2025-12-210
2025-12-280
2026-01-040
2026-01-110
2026-01-180
2026-01-253
2026-02-0121
2026-02-085
2026-02-1516
2026-02-2210
2026-03-0124
2026-03-0832
2026-03-1516
2026-03-2213
2026-03-290
2026-04-053
2026-04-129
2026-04-194
2026-04-266
2026-05-036
2026-05-1015
2026-05-171
2026-05-242
2026-05-310
2026-06-070
2026-06-140
2026-06-210
2026-06-280
2026-07-050
2026-07-120
2026-07-190
2026-07-260
2026-08-020
2026-08-090
2026-08-163
2026-08-230
2026-08-300
2026-09-060
2026-09-130
2026-09-200
2026-09-270
2026-10-046
2026-10-118
2026-10-181
2026-10-256
2026-11-010

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 week21.2-9.60.2 to 12.8GitHub, trailing 12 weeks2026-11-07Public query2
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)30no readingno reading27 to 30deps.dev REST, unscored2026-11-06Public query29
Stars6,97620no reading6,950 to 6,976GitHub stars, unscored2026-11-07Public query6,971

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

How to cite interpret's record?

Evidaxis. interpret measurement record. Snapshot 2026-11-07. urn:evidaxis:claim:e_KPP8GGP4HG2:m5:2026-11-07. CC0-1.0. https://evidaxis.org/e/e_KPP8GGP4HG2/

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

Is anyone using interpret?

Dependents: no admitted own package.

Weekly dependents
PartitionDirect dependentsWeekly pointsMethod
no partitionno readingno readingm5 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): 30; captured 2026-11-06; package: pypi/interpret. 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. 6,976 GitHub stars, recorded, not scored.

sparkline chart: interpret, daily dependents, 30, 2026-w39 to 2026-w45
interpret recorded 30 daily dependents. deps.dev REST (unscored) · .
Captured daily series
Unscored daily dependents, as captured
PeriodDependents
2026-w3927
2026-w4027
2026-w4127
2026-w4227
2026-w4328
2026-w4429
2026-w4530

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

What changed since the last snapshot?

1 published readings changed between snapshots d1eb0cec0f6a and 868e3c39d9c7.

slope chart: interpret, changed published values, 1, 2026-10-31 to 2026-11-07
1 published values changed for interpret since 2026-10-31. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week220
Citing worksno readingno readingno reading
Weekly direct dependentsno readingno readingno reading
Stars6,9716,9765

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 interpret, and why

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

Unmeasured slots
ReadingReason
Citing worksnot linked
Weekly direct dependentsoutside panel

Dependents: no admitted own package.

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

interpret

repo
Unassigned (AI-v1 census) · n = 6545 · interpretml/interpret
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 70 within cohort p25 p50 p75 p0 p100
percentile
p70
· 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+0.55 within cohort, log-slope +0.010/wk.0+0.55
velocity z
+0.55 σ
slope
+0.010/wk
· Evidaxis snapshot · 2026-11-07
log-slope +0.010/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: no admitted own package; not measured.
cohort
6545
systems measured
weekly commits
2
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
56.8
percentile p70
commit heatmap, last 26 weeks2/wk
weekly commits, 26 weeks26 weeks of commits, peak 15 in a week, 8 active weeks, 42 total.week 1: 15 commitsweek 2: 1 commitsweek 3: 2 commitsweek 4: 0 commitsweek 5: 0 commitsweek 6: 0 commitsweek 7: 0 commitsweek 8: 0 commitsweek 9: 0 commitsweek 10: 0 commitsweek 11: 0 commitsweek 12: 0 commitsweek 13: 0 commitsweek 14: 0 commitsweek 15: 3 commitsweek 16: 0 commitsweek 17: 0 commitsweek 18: 0 commitsweek 19: 0 commitsweek 20: 0 commitsweek 21: 0 commitsweek 22: 6 commitsweek 23: 8 commitsweek 24: 1 commitsweek 25: 6 commitsweek 26: 0 commits
weeks
26
peak/wk
15
active
8
total
42
· Evidaxis snapshot · 2026-11-07
citations by yearCitation source: not measured.
Daily dependents count (unscored) 30 dependents 27 direct, 4 indirect · pypi/interpret · deps.dev · the scored m5 axis uses weekly partitions
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -5.28, regime recent slope sign differs from prior window. prior slope -0.017, recent slope +0.088 per week. -0.017prior 39w+0.088recent 13w-5.28×
swing
-5.28×
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 -0.014 with 95% CI -0.050 to +0.023, 50 degrees of freedom. CI spans zero.0-0.01495% CI -0.050, +0.023-0.050+0.023
sharpe
-0.014
95% ci
-0.050, +0.023
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: no admitted own package; 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 2026-11-07 · n = 1 system · method measurement detail · updated · version 868e3c39d9c7-b1 · record JSON · snapshot receipt