Mastering Machine Learning for Penetration Testing

Theano

Optimization and speed are two key factors to building a machine learning model. Theano is a Python package that optimizes implementations and gives you the ability to take advantage of the GPU. To install it, use the following command:

 pip install theano

To import all Theano modules, type:

>>> from theano import *

Here, we imported a sub-package called tensor:

>>> import theano.tensor as T

Let's suppose that we want to add two numbers:

>>> from theano import function>>> a = T.dscalar('a')>>> b = T.dscalar('b')>>> c = a + b>>> f = function([a, b], c)

The following are the full steps:

By now, we have acquired the fundamental skills ...