Deep Learning with Yacine on MSN

Nesterov accelerated gradient (NAG) from scratch in Python – step-by-step tutorial

Dive deep into Nesterov Accelerated Gradient (NAG) and learn how to implement it from scratch in Python. Perfect for ...
GitHub

GIMP onion layers plug-in

Onion layers is a plug-in for the GIMP drawing program. It provides some convenient shortcuts for moving up and down the stack of frames when making hand-drawn animations, as well as some other useful ...
Deep Learning with Yacine on MSN

Gradient descent from scratch in Python – step by step tutorial

Learn how gradient descent really works by building it step by step in Python. No libraries, no shortcuts—just pure math and code made simple.
IEEE

Robust Explainability: A tutorial on gradient-based attribution methods for deep neural networks

Abstract: The rise in deep neural networks (DNNs) has led to increased interest in explaining their predictions. While many methods for this exist, there is currently no consensus on how to evaluate ...
IEEE

Estimation of IMU and MARG orientation using a gradient descent algorithm

Abstract: This paper presents a novel orientation algorithm designed to support a computationally efficient, wearable inertial human motion tracking system for rehabilitation applications. It is ...
GitHub

ArcGIS Geomorphometry & Gradient Metrics toolbox

The toolbox has been updated (01-08-2018), by Shaun Walbridge with ESRI, to be compatible with Python 3 and ArcGIS Pro and is still backwards compatible with Python 2.7 and ArcGIS 10.x. Please cite ...