Deep Learning with Yacine on MSN

Adadelta optimizer explained – Python tutorial for beginners & pros

Learn how to implement the Adadelta optimization algorithm from scratch in Python. This tutorial explains the math behind ...
Deep Learning with Yacine on MSN

Nadam optimizer explained: Python tutorial for beginners & pros

Learn how to implement the Nadam optimizer from scratch in Python. This tutorial walks you through the math behind Nadam, ...
IEEE

Distributed Optimization Methods for Multi-Robot Systems: Part 1—A Tutorial [Tutorial]

Abstract: Distributed optimization provides a framework for deriving distributed algorithms for a variety of multi-robot problems. This tutorial constitutes the first part of a two-part series on ...
www.cs.cmu.edu

MATLAB Tutorial

Available from Computing Services: http://www.cmu.edu/computing/software/all/matlab/download.html You need to be on CMU network or VPN to CMU network to use MATLAB ...
GitHub

A basic geometry processing tutorial in MATLAB.

This MATLAB tutorial will teach you the basics of geometry processing in MATLAB using the gptoolbox library. Complete the exercises in order from 001 to 999! This tutorial also accompanies an SGP 2021 ...
IEEE

WCA-Based Antenna Design via Joint HFSS-Matlab Optimization

Abstract: In this paper, the water cycle algorithm (WCA) is introduced to the antenna design by jointly HFSS-Matlab optimization. In particular, the HFSS workbench is combined with the Matlab ...
GitHub

Python translation of the Matlab tutorials in CSYS5030 - Information Theory and Self Organisation

This project corresponds to one of the capstone projects unit of the Master of Complex Systems at USyd. I 'translated' almost all the tutorials, originally written in Matlab, into Python. The ...