Deep Learning Workshop

Implementation of some of the main Deep Learning Algorithms from scratch with some examples

Algorithms

• Logistic Regression

• Neural Network

Examples

Binary Classification

• Logistic Regression:
  • Cat vs Not Cat
  • Titanic
• Neural Network:
  • Cat vs Not Cat
  • Titanic

Multiclass Classification

• Neural Network:
  • MNIST

Set-up

pip install -e .