PS11_material

 

Slides

The full slides are here Download here

We will use this page to post material for the first session on day 1. The material will become available as we progress through the session. 

• Problem 1: expressing simple functions using neural networks  
  • Problem formulation Download Problem formulation
  • Problem slides Download Problem slides
    where you can draw figures.
• PI1 Download PI1
  : on a 2D ReLU function.
• Problem 2: XOR using neural networks
  • Problem formulation Download Problem formulation
  • Problem slides Download Problem slides
    where you can draw figures.
• PI2 Download PI2
  : on class probabilities
• PI3 Download PI3
  : on softmax probabilities
• Softmax vs sigmoids Download Softmax vs sigmoids
  (not covered in the session)