Predicting High Electrical Grid Stress Days in FranceThe French electrical grid operator RTE (Réseau de Transport d'Électricité) uses a system of PP1 and PP2 days to signal periods of high stress on the electrical grid. These designations typically occur during intense cold spells or peak consumption p...Jan 31, 2025 · 5 min readalexisvannson.hashnode.dev
How Generative Adversarial Networks create ImagesThis article explains how Generative Adversarial Networks (GANs) create images. It covers the basic adversarial setup and how transposed convolutions turn noise into realistic images through feedback. This article explores the inner workings of Deep ...2DJOct 11, 2024 · 6 min readalexisvannson.hashnode.dev
Applying Graph Neural Networks for Better Image ClassificationThis article explains how to adapt Graph Neural Networks (GNNs) for image classification. It covers the process from converting images into graphs to updating the model’s parameters. I explore how message passing and global pooling can enhance spatia...4K花YSep 28, 2024 · 6 min readalexisvannson.hashnode.dev
How to Create a Pneumonia Detection Model with Convolutional Neural NetworksIn this article, I share my journey of implementing a Pneumonia detection model using convolutional neural networks with PyTorch. Starting from dataset preparation and transformation, I guide you through the process of splitting the dataset, defining...Sep 8, 2024 · 11 min readalexisvannson.hashnode.dev
