December 2018
Intermediate to advanced
394 pages
10h 26m
English
Content preview from Keras 2.x Projects
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Introducing the genetic algorithm
The functioning of the genetic algorithm is the result of different experiments on the different types of algorithms available. The choice of the parameters to be used proves to be fundamentally important for obtaining good results. First, a method is needed to code potential solutions in a form that the computer understands. A common approach is to encode the solution in the form of a binary string, with sequences of ones and zeros, where each bit represents the value of an aspect of the solution. Another method is to code solutions as lists of integers or real numbers. Finally, we can represent the solution with tree-shaped data structures. In the genetic algorithm the following topics are essential: the ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.