🌀 A visual introduction to machine learning, Part II https://t.co/KtgciEYr5H #AI
#DeepLearning #MachineLearning #DataScience
#DeepLearning #MachineLearning #DataScience
www.r2d3.us
A visual introduction to machine learning, Part II
Learn about bias and variance in our second animated data visualization.
Forwarded from Sitpor.org سیتپـــــور
برسانید به دست کسانی که کنکور کارشناسی دادهاند:
📢 چهارسال فیزیک!
چهارسال گذشت و دوره کارشناسی فیزیک من تموم شد. چهارسال پر از فراز و نشیبی که با تمام لذتها و هیجانها، سختیها و فشارها بالاخره به پایان رسید (من ورودی ۹۱ فیزیک دانشگاه شهیدبهشتی بودم). قصد دارم طی این نوشته، تجربههای خودم از دوران کارشناسی فیزیک رو بنویسم. امیدوارم این نوشته برای کسایی که قصد دارن فیزیک رو به صورت آکادمیک شروع کنن و برای کسانی که به تازگی وارد فیزیک شدن مفید واقع بشه!
🔗 http://www.sitpor.org/2016/06/bachelor-of-science-in-physics/
📢 چهارسال فیزیک!
چهارسال گذشت و دوره کارشناسی فیزیک من تموم شد. چهارسال پر از فراز و نشیبی که با تمام لذتها و هیجانها، سختیها و فشارها بالاخره به پایان رسید (من ورودی ۹۱ فیزیک دانشگاه شهیدبهشتی بودم). قصد دارم طی این نوشته، تجربههای خودم از دوران کارشناسی فیزیک رو بنویسم. امیدوارم این نوشته برای کسایی که قصد دارن فیزیک رو به صورت آکادمیک شروع کنن و برای کسانی که به تازگی وارد فیزیک شدن مفید واقع بشه!
🔗 http://www.sitpor.org/2016/06/bachelor-of-science-in-physics/
🌐 "The atom is the icon of the 20th century. The atom whirls alone. It is the metaphor for individuality. But the atom is the past. The symbol for the next century is the net. The net has no center, no orbits, no certainty. It is an indefinite web of causes. The net is the archetype displayed to represent all circuits, all intelligence, all interdependence, all things economic, social, or ecological, all communications, all democracy, all families, all large systems, almost all that we find interesting and important. Whereas the atom represents clean simplicity, the net channels messy complexity.
The net is our future.
Of all the endeavors we humans are now engaged in, perhaps the grandest of them all is the steady weaving together of our lives, minds, and artifacts into a global scale network. This great work has been going on for decades, but recently our ability to connect has accelerated. Two brand-new technological achievements?the silicon chip and the silicate glass fiber?have rammed together with incredible speed. Like nuclear particles crashing together in a cyclotron, the intersection of these two innovations has unleashed a never-before-seen force: the power of a pervasive net. As this grand net spreads, an animated swarm is reticulating the surface of the planet. We are clothing the globe with a network society.
The dynamic of our society, and particularly our new economy, will increasingly obey the logic of networks. Understanding how networks work will be the key to understanding how the economy works."
Kevin Kelly
The net is our future.
Of all the endeavors we humans are now engaged in, perhaps the grandest of them all is the steady weaving together of our lives, minds, and artifacts into a global scale network. This great work has been going on for decades, but recently our ability to connect has accelerated. Two brand-new technological achievements?the silicon chip and the silicate glass fiber?have rammed together with incredible speed. Like nuclear particles crashing together in a cyclotron, the intersection of these two innovations has unleashed a never-before-seen force: the power of a pervasive net. As this grand net spreads, an animated swarm is reticulating the surface of the planet. We are clothing the globe with a network society.
The dynamic of our society, and particularly our new economy, will increasingly obey the logic of networks. Understanding how networks work will be the key to understanding how the economy works."
Kevin Kelly
🌀 New version of the TikZ-network manual
Open source software project for visualizing graphs and networks in LaTeX.
https://arxiv.org/abs/1709.06005v2
Open source software project for visualizing graphs and networks in LaTeX.
https://arxiv.org/abs/1709.06005v2
Complex Systems Studies pinned «🙌 صفحه اینستاگرام ما: 🔗 https://www.instagram.com/complex_systems/»
🔥 هر کی از دانشگاه رفت، معنیش این نیست که شکست خورده:
https://www.nature.com/articles/d41586-018-05838-y?utm_source=twt_nnc&utm_medium=social&utm_campaign=naturenews&sf194766288=1
https://www.nature.com/articles/d41586-018-05838-y?utm_source=twt_nnc&utm_medium=social&utm_campaign=naturenews&sf194766288=1
Nature
Why it is not a ‘failure’ to leave academia
Here’s how PhD students can prepare for different careers, and how lab heads can help.
🔖 Recent advances of percolation theory in complex networks
Deokjae Lee, Y. S. Cho, K.-I. Goh, D.-S. Lee, B. Kahng
🔗 https://arxiv.org/pdf/1808.00905.pdf
📌 ABSTRACT
During the past two decades, percolation has long served as a basic paradigm for network resilience, community formation and so on in complex systems. While the percolation transition is known as one of the most robust continuous transitions, the percolation transitions occurring in complex systems are often of different types such as discontinuous, hybrid, and infinite-order phase transitions. Thus, percolation has received considerable attention in network science community. Here we present a very brief review of percolation theory recently developed, which includes those types of phase transitions, critical phenomena, and finite-size scaling theory. Moreover, we discuss potential applications of theoretical results and several open questions including universal behaviors.
Deokjae Lee, Y. S. Cho, K.-I. Goh, D.-S. Lee, B. Kahng
🔗 https://arxiv.org/pdf/1808.00905.pdf
📌 ABSTRACT
During the past two decades, percolation has long served as a basic paradigm for network resilience, community formation and so on in complex systems. While the percolation transition is known as one of the most robust continuous transitions, the percolation transitions occurring in complex systems are often of different types such as discontinuous, hybrid, and infinite-order phase transitions. Thus, percolation has received considerable attention in network science community. Here we present a very brief review of percolation theory recently developed, which includes those types of phase transitions, critical phenomena, and finite-size scaling theory. Moreover, we discuss potential applications of theoretical results and several open questions including universal behaviors.
سومین گردهمایی پیوند
📅 سهشنبه ۱۶ مرداد
⏰ ۹ تا ۱۸
📌 ثبتنام: peyvand.me
🍕 درصورتی که به قسمتی از همایش علاقمند هستید میتوانید از #کد_تخفیف ۶۰ درصدی استفاده کنید:
nolaunch
@peyvandgathering
📅 سهشنبه ۱۶ مرداد
⏰ ۹ تا ۱۸
📌 ثبتنام: peyvand.me
🍕 درصورتی که به قسمتی از همایش علاقمند هستید میتوانید از #کد_تخفیف ۶۰ درصدی استفاده کنید:
nolaunch
@peyvandgathering
💻 EuroSciPy 2018
11th European Conference on Python in Science
https://www.euroscipy.org/2018/
The EuroSciPy meeting is a cross-disciplinary gathering focused on the use and development of the Python language in scientific research. This event strives to bring together both users and developers of scientific tools, as well as academic research and state of the art industry.
Euroscipy 2018 takes place from August 28 to September 1 in Trento, Italy.
11th European Conference on Python in Science
https://www.euroscipy.org/2018/
The EuroSciPy meeting is a cross-disciplinary gathering focused on the use and development of the Python language in scientific research. This event strives to bring together both users and developers of scientific tools, as well as academic research and state of the art industry.
Euroscipy 2018 takes place from August 28 to September 1 in Trento, Italy.
Complex Systems Studies
سومین گردهمایی پیوند 📅 سهشنبه ۱۶ مرداد ⏰ ۹ تا ۱۸ 📌 ثبتنام: peyvand.me 🍕 درصورتی که به قسمتی از همایش علاقمند هستید میتوانید از #کد_تخفیف ۶۰ درصدی استفاده کنید: nolaunch @peyvandgathering
پنل ویژه: «چالشها و فرصتهای ورود به حوزههای بینرشتهای»
با دکتر محمدهادی فروغمند، از دانشکده ریاضی شریف و دکتر عطا کالیراد از پژوهشکده علوم زیستی IPM
دانشکده فیزیک، دانشگاه شهید بهشتی
با دکتر محمدهادی فروغمند، از دانشکده ریاضی شریف و دکتر عطا کالیراد از پژوهشکده علوم زیستی IPM
دانشکده فیزیک، دانشگاه شهید بهشتی
🌀 #EpidemicsOnNetworks v1.0 is out.
Open source #Python software for disease spread in #ContactNetworks:
~ Handles Markovian and non-Markovian SIS/SIR simulations and many ODE models.
~ Comes with tools for visualizing simulations.
🔥 Try it:
🔗 http://epidemicsonnetworks.readthedocs.io/en/latest/
Open source #Python software for disease spread in #ContactNetworks:
~ Handles Markovian and non-Markovian SIS/SIR simulations and many ODE models.
~ Comes with tools for visualizing simulations.
🔥 Try it:
pip install EoN🔗 http://epidemicsonnetworks.readthedocs.io/en/latest/