josephmisiti/awesome-machine-learning — GitHub trend

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FINDING #2815 · UNIT ID 21872392

josephmisiti/awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00553

ENGAGEMENT0.20

FRESHNESS1.02

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

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

0% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

66.67

ACCEL

+57.00

RETENTION

0.0%

PEAK 2026-07-15 · FORK-RETENTION 0.0% · 200 STARS / WINDOW

Author Audience

AUDIENCE

12,011

FOLLOWERS

4,494

OWNER ★

75,172

Engagement Signals

FORKS

15,536

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 200 / 200 (DIVERSITY 1.00)

Why This Is A Finding

josephmisiti/awesome-machine-learning собрал 200 звёзд за окно, тогда как у автора всего 4,494 подписчиков — эффективная аудитория ≈ 12,011. Это даёт surprise-индекс 0.00553 (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 44% OF 5024 FINDINGS

#02Git-creat7/grokRegister-cpa[ PYTHON ]0.72 #09vinhhien112/Three.js-Object-Sculptor-Codex-Plugin[ PYTHON ]0.51 #10domanski-ai/headroom[ PYTHON ]0.50 #12William-Lu-stack/LuxyAI[ PYTHON ]0.46 #15fqscfqj/Y2A-Auto[ PYTHON ]0.37

METRICS IN CONTEXT

MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 44%

VELOCITY66.676.67+60.00ABOVE 94%

RETENTION0.0%46.5%-46.5 PPABOVE 0%

FORKS15,536116+15,420ABOVE 100%

SURPRISE0.010.01-0.01ABOVE 29%