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, ...
GitHub

MonoNPHM: Dynamic Head Reconstruction from Monoculuar Videos

which creates a new enivornment named mononphm. (Installation may take some time). b) Next, manually install Pytorch related packages. MonoNPHM depends on Pytorch3D and PytorchGeometric, which can ...
GitHub

A Whirlwind Tour of Python

This repository contains the Jupyter Notebooks behind my O'Reilly report, A Whirlwind Tour of Python (free 100-page pdf). A Whirlwind Tour of Python is a fast-paced introduction to essential ...
IEEE

A particle swarm optimization approach for optimum design of PID controller in AVR system

Abstract: In this paper, a novel design method for determining the optimal proportional-integral-derivative (PID) controller parameters of an AVR system using the particle swarm optimization (PSO) ...