/Deep_Learning_Assignments

Assignments done for course on Deep Learning: Theory and Practices at IIITH

Primary LanguageJupyter Notebook

Deep Learning Assignments

  1. Assignment 1: Entropy calculation, optimum learning rate and VC dimensions.
  2. Assignment 2: Implemention from scratch of backprop, gradient descent, Polyak's momentum, Nesterov accelerated momemntum, Adam, QuickProp and RProp.