The general method for neural nets
Posted on June 2, 2019
Tags: machinelearning
1 Summary
- Download the dataset
- Format the dataset into correct shape
- Format the input dataset into correct shape
- Format the output dataset into correct shape
- Build the neuron (linear transformation + non-linear activation functions)
- Build the loss function
- Build the gradient descent method (stochastic gradient descent)
- Put it all together
