FINDING #244 · UNIT ID 1321688525
MarcosSete/awesome-free-ai-course-notes
A curated collection of machine learning and AI lecture notes from the world's leading universities. This repository gives you access to the same lecture notes used by students at top institutions such as MIT, helping you learn from the very best educational resources available.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
17% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
27.33
ACCEL
+41.00
RETENTION
0.0%
PEAK 2026-08-05 · FORK-RETENTION 0.0% · 82 STARS / WINDOW
Author Audience
AUDIENCE
125
FOLLOWERS
35
OWNER ★
973
Engagement Signals
FORKS
33
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 82 / 82 (DIVERSITY 1.00)
Why This Is A Finding
MarcosSete/awesome-free-ai-course-notes собрал 82 звёзд за окно, тогда как у автора всего 35 подписчиков — эффективная аудитория ≈ 125. Это даёт surprise-индекс 0.17 (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 97% OF 9486 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9486 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.070.00+0.06ABOVE 97%
VELOCITY27.335.67+21.67ABOVE 89%
RETENTION0.0%43.5%-43.5 PPABOVE 0%
FORKS33358-325ABOVE 13%
SURPRISE0.170.00+0.16ABOVE 97%