Data Normalization vs. Standardization is one of the most foundational yet often misunderstood topics in machine learning and ...

Abstract: Sleep disorders and their diagnosis are a significant public health concern. Automated sleep stage classification using deep learning models has shown promising results, but these models ...

Abstract: As an important part of building energy consumption, the prediction of building heat load is of great significance for intelligent building management and energy system optimization. Aiming ...

Implement Neural Network in Python from Scratch ! In this video, we will implement MultClass Classification with Softmax by making a Neural Network in Python from Scratch. We will not use any build in ...

Lake Victoria, Africa’s largest lake, supports a quarter of East Africa’s population with fish, fresh water, and critical transportation routes. It’s also one of the deadliest bodies of water in the ...

This repository is organized into multiple subdirectories, where each subdirectory represents an independent project. Each project explores different neural network tools, techniques, or novel ideas ...

On the Tibetan Plateau, nearly 10,000 feet high, solar panels stretch to the horizon and cover an area seven times the size of Manhattan. They soak up sunlight that is much brighter than at sea level ...

Over the past decade, deep learning (DL) techniques such as convolutional neural networks (CNNs) and long short-term memory (LSTM) networks have played a pivotal role in advancing the field of ...

We will create a Deep Neural Network python from scratch. We are not going to use Tensorflow or any built-in model to write the code, but it's entirely from scratch in python. We will code Deep Neural ...