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byu-cs474

You've found the official repository for the BYU CS 474 Fall 2024 course. This repository contains starter code for all assignments for the class.

See Canvas for all due dates and submission details.

Labs

  • Lab 1: Introduction to PyTorch
  • Lab 2: PyTorch Modules and Training Pipelines
  • Lab 3: Cross Entropy and ConvNets
  • Lab 4: Dense Prediction and U-Nets
  • Lab 5: Generalization and Measuring Performance
  • Lab 6: Overfitting and Regularization
  • Lab 7: Style Transfer
  • Lab 8: Self-attention and the Transformer
  • Lab 9: Transfer Learning
  • Lab 10: Image Generation and Diffusion
  • Lab 11: Deep Reinforcement Learning

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Notebooks for CS 474: Introduction to Deep Learning

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  • Jupyter Notebook 100.0%