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

High-Dimensional Hyperparameter Optimization via Adjoint Differentiation

Abstract: As an emerging machine learning task, high-dimensional hyperparameter optimization (HO) aims at enhancing traditional deep learning models by simultaneously optimizing the neural networks’ ...
IEEE

UAV Localization Using Automatically Encoded Satellite Images With Hyperparameter Optimization Methodology and Data Augmentation

Abstract: The use of uncrewed aerial vehicles (UAVs) has grown across various fields, requiring accurate localization for efficiency. Reliance on GPS poses issues like interference and signal loss.
GitHub

AI-Powered Volunteering Planning, Outreach, Vetting, Coordinating, Organizing and Archiving Hub

VolunteerConnect Hub is a comprehensive, AI-powered platform for managing all aspects of volunteering. Built with cutting-edge AGI (Artificial General Intelligence) boards, each specialized in ...
GitHub

Porcupy: Crested Porcupine Optimizer

Porcupy implements the Crested Porcupine Optimizer (CPO), a nature-inspired metaheuristic that mimics porcupine defense mechanisms for optimization. It offers both object-oriented and procedural ...