Code Examples

There are more examples in results section.

• Small complex-regression example
• MNIST Example
• CIFAR 10
  • Import stuff
  • Download and prepare the CIFAR10 dataset
  • Verify the data
  • Create the convolutional base
  • Add Dense layers on top
  • Compile and train the model
  • Evaluate the model
• Fashion MNIST
  • Import the Fashion MNIST dataset
  • Explore the data
  • Preprocess the data
  • Build the model
    • Set up the layers
    • Compile the model
  • Train the model
    • Feed the model
    • Evaluate accuracy
    • Make predictions
    • Verify predictions
  • Use the trained model