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Projects for the Deep Learning EPFL course, with PyTorch

  • Project 1: Image classification task on the MNIST dataset
  • Project 2: Building of a mini deep learning framework from scratch (forward pass, backprop, activation functions, loss functions, optimizers... etc)¨

The complete description of the projects and the interpretation and discussion of the results can be found in the files named report.pdf.

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