Learning Data Mining with Python - Second Edition

Putting it all together

Now that we have our network code working, we can train it with our training dataset on the remote machine. If you used your local machine to run the neural network, you can skip this section.

We need to upload the script to our virtual machine. As with before, click on File| Download as, Python, and save the script somewhere on your computer. Launch and connect to the virtual machine and upload the script as you did earlier (I called my script chapter11cifar.py—if you named yours differently, just update the following code).

The next thing we need is for the dataset to be on the virtual machine. The easiest way to do this is to go to the virtual machine and type:

$ wget http://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz ...