1.1 Constructing a Network with Regularization

The next few lessons walk through neural network code from my nn_methods repository on GitHub. To pull it down onto your local machine, do the following. (">" indicates "type this at the command line")

> git clone https://github.com/brohrer/nn_methods.git


> git clone [email protected]:brohrer/nn_methods.git

If you are new to Git and GitHub, you can come up to speed quickly using a couple of these excellent tutorials.

The files that we are going to be look at here are snapshotted with the "regularization" tag. To look at them:

> cd nn_methods

> git checkout regularization

This will let your code match the code in the videos exactly. When you're done you can go back to the HEAD of the master branch with:

> git checkout master