FINDING #3464 · UNIT ID 871470875
rohanmistry231/Mathematics-for-Machine-Learning-Books
A curated collection of books, notes, and resources focused on mathematical foundations for machine learning, covering linear algebra, calculus, and probability. Includes summaries, practice problems, and references to enhance understanding for ML practitioners.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
14% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
3.00
ACCEL
+4.50
RETENTION
0.0%
PEAK 2026-08-19 · FORK-RETENTION 0.0% · 9 STARS / WINDOW
Author Audience
AUDIENCE
414
FOLLOWERS
125
OWNER ★
2,888
Engagement Signals
FORKS
5
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 9 / 9 (DIVERSITY 1.00)
Why This Is A Finding
rohanmistry231/Mathematics-for-Machine-Learning-Books собрал 9 звёзд за окно, тогда как у автора всего 125 подписчиков — эффективная аудитория ≈ 414. Это даёт surprise-индекс 0.00661 (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 63% OF 9413 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9413 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 63%
VELOCITY3.005.67-2.67ABOVE 10%
RETENTION0.0%40.0%-40.0 PPABOVE 0%
FORKS5318-313ABOVE 3%
SURPRISE0.010.00+0.00ABOVE 57%