Learn how gradient descent really works by building it step by step in Python. No libraries, no shortcuts—just pure math and ...

Dive deep into Nesterov Accelerated Gradient (NAG) and learn how to implement it from scratch in Python. Perfect for ...

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Abstract: Approximation ability is one of the most important topics in the field of neural networks (NNs). Feedforward NNs, activated by rectified linear units and some of their specific smoothed ...

Abstract: In this paper, we focus on the proximate orbital pursuit-evasion game of two spacecraft with magnitude-bounded continuous controls. Two scenarios are considered depending on whether the ...

This repository was made by the official course owner: Taha Khaldoun Amro, here you'll find all of the python course files, hope you find them useful. Here are some key tips to get the most of what ...