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This repository contains personal projects related to deep learning. Lybraries: PhiFlow, PyTorch, TensorFlow

  • Assignment 1: Introduction to PhiFlow
  • Assignment 2: Convergence Rate and Momentum
  • Assignment 3: Sphere Packing
  • Assignment 4: Supervised Network Training
  • Assignment 5: Manual Differentiation
  • Assignment 6: Automatic Differentiation
  • Assignment 7: Optimal Path Simulator
  • Assignment 8: Optimal Path Learning
  • Assignment 9: Kuramoto-Sivashinsky Simulator