amitshekhariitbhu/build-your-own-x-machine-learning — GitHub trend

FINDING #5299 · UNIT ID 982541506

amitshekhariitbhu/build-your-own-x-machine-learning

Build your own X - Master machine learning by building everything from scratch. It aims to cover everything from linear regression to deep learning to large language models (LLMs).

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.000189

ENGAGEMENT0.20

FRESHNESS1.33

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

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

17% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.97

ACCEL

-0.06

RETENTION

13.4%

PEAK 2026-06-24 · FORK-RETENTION 0.0% · 89 STARS / WINDOW

Author Audience

AUDIENCE

15,640

FOLLOWERS

8,629

OWNER ★

70,108

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 89 / 89 (DIVERSITY 1.00)

Why This Is A Finding

amitshekhariitbhu/build-your-own-x-machine-learning собрал 89 звёзд за окно, тогда как у автора всего 8,629 подписчиков — эффективная аудитория ≈ 15,640. Это даёт surprise-индекс 0.000189 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 16% OF 6295 FINDINGS

#01shy3130/tickflow-stock-panel[ PYTHON ]0.46 #06Panniantong/Agent-Reach[ PYTHON ]0.29 #10sums001/Windows-Copilot-API[ PYTHON ]0.27 #12HUANGCHIHHUNGLeo/claude-real-video[ PYTHON ]0.24 #14realiti4/claude-swap[ PYTHON ]0.21

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 16%

VELOCITY2.974.23-1.27ABOVE 36%

RETENTION13.4%29.4%-16.0 PPABOVE 18%

FORKS9492+2ABOVE 50%

SURPRISE0.000.01-0.01ABOVE 6%