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#machine-learning

Articles tagged with #machine-learning

Predicting High Electrical Grid Stress Days in France
The 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, 20255 min read55
How Generative Adversarial Networks create Images
This 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 ...
Oct 11, 20246 min read146
Applying Graph Neural Networks for Better Image Classification
This 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...
Sep 28, 20246 min read790
How to Create a Pneumonia Detection Model with Convolutional Neural Networks
Identifying Pneumonia in X-rays
Sep 8, 202411 min read170