google-deepmind/representations4d — GitHub trend

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FINDING #8968 · UNIT ID 1007013027

google-deepmind/representations4d

Foundation models for 4D spatial and temporal vision tasks.

[ JUPYTER NOTEBOOK ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0000579

ENGAGEMENT0.24

FRESHNESS1.00

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

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

17% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

5.57

ACCEL

+1.00

RETENTION

24.2%

PEAK 2026-09-09 · FORK-RETENTION 0.0% · 39 STARS / WINDOW

Author Audience

AUDIENCE

96,120

FOLLOWERS

26,738

OWNER ★

213,219

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 39 / 39 (DIVERSITY 1.00)

Why This Is A Finding

google-deepmind/representations4d собрал 39 звёзд за окно, тогда как у автора всего 26,738 подписчиков — эффективная аудитория ≈ 96,120. Это даёт surprise-индекс 0.0000579 (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 8% OF 9789 FINDINGS

#524philshiu/Drosophila_brain_model[ JUPYTER NOTEBOOK ]0.0302 #992xbsheng/atguigu-note[ JUPYTER NOTEBOOK ]0.0178 #1033Lordog/dive-into-llms[ JUPYTER NOTEBOOK ]0.0171 #1276gmonce/scikit-learn-book[ JUPYTER NOTEBOOK ]0.0139 #1458MLO-lab/LeVJEPA[ JUPYTER NOTEBOOK ]0.0123

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9789 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 8%

VELOCITY5.573.43+2.14ABOVE 65%

RETENTION24.2%37.5%-13.3 PPABOVE 29%

FORKS13120-107ABOVE 11%

SURPRISE0.000.01-0.01ABOVE 4%