/dnn-assignments

Assignments of my CST Part II Deep Neural Networks unit

Primary LanguageJupyter NotebookMIT LicenseMIT

CST Part II Deep Neural Networks Assignments 2021

Assignment 1 (30% of the total marks):

  • Double descent
  • Stochastic gradient descent
  • Sawtooth network
  • Data movement

Assignment 2 (70% of the total marks):

  • Residual neural networks
  • Recurrent neural networks
  • Mini-project