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, ...
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 ...
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 ...
IEEE

State Feedback Control and Kalman Filtering with MATLAB/Simulink Tutorials [Bookshelf]

Abstract: The book situates itself in a unique niche “between proportional-integral-derivative (PID) and model predictive control (MPC),” as a compromise between the tradeoffs and advantages of each.
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 ...
GitHub

Deep Learning Model Optimization and Tuning

A comprehensive tutorial repository for learning deep learning model optimization techniques, including network tuning, backpropagation optimization, overfitting management, and root cause analysis.