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Jan 31, 2025 · 5 min read · 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...
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Oct 11, 2024 · 6 min read · 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 ...
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Sep 28, 2024 · 6 min read · 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...
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Sep 8, 2024 · 11 min read · In 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...
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