NabidAlam/road-to-machine-learning — GitHub trend

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FINDING #6538 · UNIT ID 1123887211

NabidAlam/road-to-machine-learning

A comprehensive, step-by-step guide to learning Machine Learning from absolute basics to advanced topics

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00262

ENGAGEMENT0.36

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

1.43

ACCEL

+0.04

RETENTION

33.3%

PEAK 2026-08-27 · FORK-RETENTION 0.0% · 10 STARS / WINDOW

Author Audience

AUDIENCE

506

FOLLOWERS

378

OWNER ★

1,279

Engagement Signals

FORKS

401

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 10 / 10 (DIVERSITY 1.00)

Why This Is A Finding

NabidAlam/road-to-machine-learning собрал 10 звёзд за окно, тогда как у автора всего 378 подписчиков — эффективная аудитория ≈ 506. Это даёт surprise-индекс 0.00262 (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 33% OF 9771 FINDINGS

#05MddIdd/mdd-sim-gateway[ PYTHON ]0.41 #08zeenie-ai/OpenCompany[ PYTHON ]0.38 #15litaolemo/xtquant_big_convert[ PYTHON ]0.33 #23917Dhj/DeepPaperNote[ PYTHON ]0.27 #24LBH-123-AI/Comfyui_Minimax_h3_latent_Upscaler[ PYTHON ]0.27

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9771 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 33%

VELOCITY1.433.71-2.29ABOVE 0%

RETENTION33.3%39.3%-6.0 PPABOVE 40%

FORKS40191+310ABOVE 83%

SURPRISE0.000.01-0.01ABOVE 23%