FINDING #2398 · UNIT ID 312624973
shsarv/Machine-Learning-Projects
This repository showcases a selection of machine learning projects undertaken to understand and master various ML concepts. Each project reflects commitment to applying theoretical knowledge to practical scenarios, demonstrating proficiency in machine learning techniques and tools.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
4% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
9.86
ACCEL
+5.54
RETENTION
0.0%
PEAK 2026-08-10 · FORK-RETENTION 0.0% · 69 STARS / WINDOW
Author Audience
AUDIENCE
654
FOLLOWERS
423
OWNER ★
2,310
Engagement Signals
FORKS
564
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 69 / 69 (DIVERSITY 1.00)
Why This Is A Finding
shsarv/Machine-Learning-Projects собрал 69 звёзд за окно, тогда как у автора всего 423 подписчиков — эффективная аудитория ≈ 654. Это даёт surprise-индекс 0.0142 (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 75% OF 9721 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9721 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.00ABOVE 75%
VELOCITY9.863.43+6.43ABOVE 78%
RETENTION0.0%32.1%-32.1 PPABOVE 0%
FORKS564130+434ABOVE 82%
SURPRISE0.010.01+0.01ABOVE 69%