inference-labs-inc/n-ary_notebooks — GitHub trend

FINDING #2401 · UNIT ID 944086127

inference-labs-inc/n-ary_notebooks

Notebooks covering mathematical analysis of ZKP building blocks, algorithm implementations of various proof systems, and protocol optimization techniques.

[ JUPYTER NOTEBOOK ][ ORG ][ VERIFIED ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0037

ENGAGEMENT0.0561

FRESHNESS1.00

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

1% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

13.00

ACCEL

0.00

RETENTION

0.0%

PEAK 2026-07-15 · FORK-RETENTION 0.0% · 13 STARS / WINDOW

Author Audience

AUDIENCE

3,471

FOLLOWERS

568

OWNER ★

9,103

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 13 / 13 (DIVERSITY 1.00)

Why This Is A Finding

inference-labs-inc/n-ary_notebooks собрал 13 звёзд за окно, тогда как у автора всего 568 подписчиков — эффективная аудитория ≈ 3,471. Это даёт surprise-индекс 0.0037 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 25% OF 3194 FINDINGS

#270Dashboard-Design/Power-BI-Design-Files[ JUPYTER NOTEBOOK ]0.023 #432CalvinXKY/InfraTech[ JUPYTER NOTEBOOK ]0.0141 #437lit26/finvizfinance[ JUPYTER NOTEBOOK ]0.0139 #784Lordog/dive-into-llms[ JUPYTER NOTEBOOK ]0.00701 #805basbruss/adaptive-cover[ JUPYTER NOTEBOOK ]0.00682

METRICS IN CONTEXT

MEDIAN ACROSS ALL 3194 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 25%

VELOCITY13.0010.00+3.00ABOVE 58%

RETENTION0.0%0.0%0.0 PPABOVE 0%

FORKS21176-155ABOVE 11%

SURPRISE0.000.02-0.01ABOVE 21%