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Deep Learning Basics (lecture notes)

Deep Learning Basics

Introduction
Multi Layer Perceptrons
Losses
Optimization
Regularization
Convolutional Neural Networks
Recurrent Neural Networks
Attention Mechanism
Generative Neural Networks

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By Romain Tavenard

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