FINDING #1067 · UNIT ID 802545117
Engineer1999/A-Curated-List-of-ML-System-Design-Case-Studies
This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights into machine learning (ML) system design. The contents are organized to help you easily find relevant case studies based on industry or specific ML use cases.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
0% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
15.33
ACCEL
+20.00
RETENTION
0.0%
PEAK 2026-07-27 · FORK-RETENTION 0.0% · 46 STARS / WINDOW
Author Audience
AUDIENCE
1,733
FOLLOWERS
593
OWNER ★
11,396
Engagement Signals
FORKS
1,666
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 46 / 46 (DIVERSITY 1.00)
Why This Is A Finding
Engineer1999/A-Curated-List-of-ML-System-Design-Case-Studies собрал 46 звёзд за окно, тогда как у автора всего 593 подписчиков — эффективная аудитория ≈ 1,733. Это даёт surprise-индекс 0.00865 (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 76% OF 4503 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 4503 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 76%
VELOCITY15.335.33+10.00ABOVE 84%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS1,666457+1,209ABOVE 73%
SURPRISE0.010.00+0.01ABOVE 66%