Sumanth077/Hands-On-AI-Engineering — GitHub trend

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FINDING #4443 · UNIT ID 938322627

Sumanth077/Hands-On-AI-Engineering

A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00457

ENGAGEMENT0.55

FRESHNESS1.00

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

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

1% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

5.29

ACCEL

+1.14

RETENTION

26.5%

PEAK 2026-08-28 · FORK-RETENTION 25.0% · 37 STARS / WINDOW

Author Audience

AUDIENCE

1,117

FOLLOWERS

454

OWNER ★

6,628

Engagement Signals

FORKS

789

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 37 / 37 (DIVERSITY 1.00)

Why This Is A Finding

Sumanth077/Hands-On-AI-Engineering собрал 37 звёзд за окно, тогда как у автора всего 454 подписчиков — эффективная аудитория ≈ 1,117. Это даёт surprise-индекс 0.00457 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 25.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 54% OF 9755 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 9755 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00+0.00ABOVE 54%

VELOCITY5.293.71+1.57ABOVE 61%

RETENTION26.5%37.5%-11.0 PPABOVE 35%

FORKS78990+699ABOVE 91%

SURPRISE0.000.01-0.00ABOVE 33%