Complex Systems Studies – Telegram
Complex Systems Studies
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#complexity #complex_systems #networks #network_science

📨 Contact us: @carimi
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به کسانی که قصد انتخاب گرایش سیستم‌های پیچیده در دانشگاه شهید بهشتی رو دارن، پیشنهاد می‌شه این سه نوشته رو بخونند:
🔹 http://facultymembers.sbu.ac.ir/jafari/Complex%20systems/Complex-persian.htm

🔸 http://www.sitpor.org/2017/01/complexsys1/

http://www.sitpor.org/2018/05/complex-systems-basics/
🐛 بعد از کرم الگانس، شبکه سیستم عصبی موجود دیگری هم به دست اومده که اتفاقا اون هم جهان‌کوچک هست:

https://elifesciences.org/articles/22497

A second nervous system has now been fully mapped (along with C. elegans) and it too is a small world. All hail the tadpole larva of a sea squirt, and its marvelously tiny connectome of 177 neurons.
https://t.co/kO3tlEVq5x
The report from the NSF Workshop “Multidisciplinary Complex Systems Research” is now available: https://t.co/LC1Df27GyE
👇
nsfworkshopREPORT.pdf
971.2 KB
The report from the NSF Workshop “Multidisciplinary Complex Systems Research”
👏 Predicting whether a developer uses R or Python

Myself being an avid Python user, I thought it'd be fun to see if based on this survey I could predict whether a given developer uses R or Python - and of course if so, which features allow the classifier to determine that. I'll try to keep the analysis as simple as possible and focus on clarity of code and analysis rather than on creating anything overly complex and detailed.

🔹
Conclusions?
If you do not want to go through the notebook, the quick conclusion is that among data scientists and analysts, Python and R users are pretty similar. It is however possible to create pretty decent classifiers for predicting whether a user uses R or Python, and there are a few funny conclusions and reasonings to be found within those classifiers.
https://www.kaggle.com/nanomathias/predicting-r-vs-python?utm_medium=social&utm_source=twitter.com&utm_campaign=Weekly-Kernel-Awards
🔹 هاروارد کورسی گذاشته توی edX لینوکس و گیت و ... درس میده:

https://www.edx.org/course/data-science-productivity-tools-harvardx-ph125-5x?utm_source=twitter&utm_medium=social&utm_campaign=pc%2Ccourse%2Charvardx%2Cdata-science-productivity-tools%2Cjune92018

به نظر کورس مهمی هست و جاش خالی بود.
خیلیا کد بلدن بنویسن، ولی همه‌ی پروژه‌شون شلخته‌س چون نمی‌دونن چه ابزار‌هایی برای مرتب نگه داشتنش هست.