Learn how to implement SGD with momentum from scratch in Python—boost your optimization skills for deep learning.

Dive deep into Nesterov Accelerated Gradient (NAG) and learn how to implement it from scratch in Python. Perfect for improving optimization techniques in machine learning! 💡🔧 # ...

Abstract: This article is concerned with the multiagent optimization problem. A distributed randomized gradient-free mirror descent (DRGFMD) method is developed by introducing a randomized ...

Abstract: Gradient-based trajectory optimization (GTO) has gained wide popularity for quadrotor trajectory replanning. However, it suffers from local minima, which is not only fatal to safety but also ...

This workshop on Engineering Design Optimization using MATLAB® and Python™ addresses the shape optimization of mechanical components for strength. Python ...

"Driver" file: This file contains all of the code for running the specific experiments to generate all of the plots that are displayed in the paper. "Functions" file: This file contains all the the ...

Master data science in 2025. Complete guide to machine learning, big data analytics, Python programming, statistical modeling ...