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📚A collection of papers & tools on dynamical systems and deep learning

https://github.com/yantijin/dynamic-systems-DL

It's divided into the following topics:

Differential Equations in Deep Learning

General Architectures
Neural ODEs (ordinary diff. eq.)
Neural SDEs, CSDEs, CDEs...
Normalizing Flows
Applications

Energy based models

Hamilton
Applications
Lagrange

Deep Learning Methods for Differential Equations

Solving Differential Equations
Learning PDEs
Applications
Model Discovery

Deep Control

Model-Predictive-Control

Dynamical System View of Deep Learning

Recurrent Neural Networks
Theory and Perspectives
Optimization
Signals and systems

Software and Libraries

Python
Julia

Websites and Blogs

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📚A collection of papers & tools on dynamical systems and deep learning

https://github.com/yantijin/dynamic-systems-DL

It's divided into the following topics:

Differential Equations in Deep Learning

General Architectures
Neural ODEs (ordinary diff. eq.)
Neural SDEs, CSDEs, CDEs...
Normalizing Flows
Applications

Energy based models

Hamilton
Applications
Lagrange

Deep Learning Methods for Differential Equations

Solving Differential Equations
Learning PDEs
Applications
Model Discovery

Deep Control

Model-Predictive-Control

Dynamical System View of Deep Learning

Recurrent Neural Networks
Theory and Perspectives
Optimization
Signals and systems

Software and Libraries

Python
Julia

Websites and Blogs

----

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In the United States, Telegram's lower public profile has helped it mostly avoid high level scrutiny from Congress, but it has not gone unnoticed. After fleeing Russia, the brothers founded Telegram as a way to communicate outside the Kremlin's orbit. They now run it from Dubai, and Pavel Durov says it has more than 500 million monthly active users. WhatsApp, a rival messaging platform, introduced some measures to counter disinformation when Covid-19 was first sweeping the world. He floated the idea of restricting the use of Telegram in Ukraine and Russia, a suggestion that was met with fierce opposition from users. Shortly after, Durov backed off the idea. "We're seeing really dramatic moves, and it's all really tied to Ukraine right now, and in a secondary way, in terms of interest rates," Octavio Marenzi, CEO of Opimas, told Yahoo Finance Live on Thursday. "This war in Ukraine is going to give the Fed the ammunition, the cover that it needs, to not raise interest rates too quickly. And I think Jay Powell is a very tepid sort of inflation fighter and he's not going to do as much as he needs to do to get that under control. And this seems like an excuse to kick the can further down the road still and not do too much too soon."
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