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FINDING #5468 · 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

SURPRISE0.000123

ENGAGEMENT0.20

FRESHNESS1.40

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

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

21% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

1.93

ACCEL

+0.05

RETENTION

52.1%

PEAK 2026-06-21 · FORK-RETENTION 0.0% · 58 STARS / WINDOW

Author Audience

AUDIENCE

15,640

FOLLOWERS

8,629

OWNER ★

70,108

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 58 / 58 (DIVERSITY 1.00)

Why This Is A Finding

amitshekhariitbhu/machine-learning-interview-questions собрал 58 звёзд за окно, тогда как у автора всего 8,629 подписчиков — эффективная аудитория ≈ 15,640. Это даёт surprise-индекс 0.000123 (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 13% OF 6295 FINDINGS

#1418Owl-Listener/designer-skills[ MARKDOWN ]0.00901 #3865codecrafters-io/build-your-own-x[ MARKDOWN ]0.00109 #4314adr/madr[ MARKDOWN ]0.000509 #4578amitshekhariitbhu/ai-engineering-interview-questions[ MARKDOWN ]0.000319 #01shy3130/tickflow-stock-panel[ PYTHON ]0.46

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 13%

VELOCITY1.934.23-2.30ABOVE 15%

RETENTION52.1%29.4%+22.7 PPABOVE 88%

FORKS5192-41ABOVE 34%

SURPRISE0.000.01-0.01ABOVE 5%