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Labs for my university Deep learning course

Lab1

Activations

Loss functions

Lab2

Backpropagation

SGD

Lab3

Custom MLP class (number of layers, layer sizes, activations)

Lab4

Custom MLP class (Lab3 + BatchNorm and Dropout)

Lab 5

Custom ResNet (ResNet10, ResNet18, ResNet32, ResNet50)

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