Complex Systems Studies
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#complexity #complex_systems #networks #network_science

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Neural Networks.pdf
6 MB
Neural Networks.pdf 👇👆
Sizing the length of complex networks

“how small is a small-world network and how does it compare to others'...new synoptic representation that allows for a complete and accurate interpretation of the pathlength (and efficiency) of complex networks”

https://t.co/S9lnoEZwZI
#سمینارهای_هفتگی مرکز شبکه‌های پیچیده و مردم‌شناسی دانشگاه شهید بهشتی

یکشنبه، ۱۳ آبان، ساعت ۱۶:۴۵
🏛 محل برگزاری: سالن ابن هیثم
@mhakim
📝 Network analysis of the worldwide footballer transfer market

🌐 https://arxiv.org/abs/1811.00300
🎲 @ComplexSys
journal.pone.0205759.pdf
2.3 MB
📝 Network analysis of the social and
demographic influences on name choice
within the UK (1838-2016)
🎲 @ComplexSys
Great paper on why simple statistics can be misleading. Same mean, std. deviation, & Pearson’s correlation, yet very different graphs. Generated datasets with varied appearance & identical statistics using simulated annealing. PDF: https://t.co/y5E7YYuEWi
📯 "Pymc-learn: Practical Probabilistic Machine Learning in Python.

(arXiv:1811.00542v1 [https://t.co/E3LUKJpMju])"
pymc_learn is focused on bringing probabilistic machine learning to non specialists. Read this draft paper for more details: https://t.co/Xgeacf1VPN #ProbabilisticModeling #MachineLearning @pymc_devs @scikit_learn https://t.co/F2BZT1mu0s
یه طوری، شاید حتا از راهی دور به سیستم پیچیده ربط داره😜👇