Tag: pytorch
All the articles with the tag "pytorch".
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Mastering Digit Recognition in Under 100 Lines - A Concise Guide to Neural Networks with PyTorch and MNIST
Imagine a world where machines understand handwritten notes as easily as humans do, transforming scribbles into digital text in the blink of an eye. This isn’t a page from a sci-fi novel; it’s possible using this basic principles of Machine Learning.
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Understanding ReLU - The Power of Non-Linearity in Neural Networks
Without non-linearity, neural networks would be far less effective, essentially reducing deep networks to simple linear regression models incapable of the sophisticated tasks they perform today.