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FINDING #7975 · UNIT ID 976390946

amitshekhariitbhu/machine-learning-interview-questions

Your Cheat Sheet for Machine Learning Interview – Questions and Answers.

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SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00017

ENGAGEMENT0.62

FRESHNESS1.00

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

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

5% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.71

ACCEL

+0.04

RETENTION

36.1%

PEAK 2026-08-24 · FORK-RETENTION 40.0% · 19 STARS / WINDOW

Author Audience

AUDIENCE

15,891

FOLLOWERS

8,729

OWNER ★

71,618

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 19 / 19 (DIVERSITY 1.00)

Why This Is A Finding

amitshekhariitbhu/machine-learning-interview-questions собрал 19 звёзд за окно, тогда как у автора всего 8,729 подписчиков — эффективная аудитория ≈ 15,891. Это даёт surprise-индекс 0.00017 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 40.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 18% OF 9755 FINDINGS

#556Vasik96/gtav-sourcecode-build-guide[ MARKDOWN ]0.0311 #657Owl-Listener/designer-skills[ MARKDOWN ]0.0273 #1446jakubkrehel/skills[ MARKDOWN ]0.0133 #2240emilkowalski/skills[ MARKDOWN ]0.0085 #4154jakubkrehel/make-interfaces-feel-better[ MARKDOWN ]0.00331

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9755 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 18%

VELOCITY2.713.71-1.00ABOVE 36%

RETENTION36.1%37.5%-1.4 PPABOVE 48%

FORKS6490-26ABOVE 41%

SURPRISE0.000.01-0.01ABOVE 6%