4.4 Deep Learning Hands On

Source repo: ciml-summer-institute-2021 | Branch: main | Last synced: 2026-04-24 10:27:17.425 UTC

4.4_deep_learning_hands_on/

Exercise: MNIST with noise, adding L1 regularization, and using tensorboard

A short exercise to practice adding options to layers, and using tensorboard

MNIST is too easy, so switch labels to make learning harder

Try an L1 regularization (L1 penalty) on the classification layer (look for the “ <<<<<< ------- “ in the comments)

View results in tensorboard.dev (you will need a google id)