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Artificial Intelligence with Python

You're reading from   Artificial Intelligence with Python A Comprehensive Guide to Building Intelligent Apps for Python Beginners and Developers

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Product type Paperback
Published in Jan 2017
Publisher Packt
ISBN-13 9781786464392
Length 446 pages
Edition 1st Edition
Languages
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Author (1):
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Prateek Joshi Prateek Joshi
Author Profile Icon Prateek Joshi
Prateek Joshi
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Table of Contents (17) Chapters Close

Preface 1. Introduction to Artificial Intelligence FREE CHAPTER 2. Classification and Regression Using Supervised Learning 3. Predictive Analytics with Ensemble Learning 4. Detecting Patterns with Unsupervised Learning 5. Building Recommender Systems 6. Logic Programming 7. Heuristic Search Techniques 8. Genetic Algorithms 9. Building Games With Artificial Intelligence 10. Natural Language Processing 11. Probabilistic Reasoning for Sequential Data 12. Building A Speech Recognizer 13. Object Detection and Tracking 14. Artificial Neural Networks 15. Reinforcement Learning 16. Deep Learning with Convolutional Neural Networks

Building a puzzle solver


Another interesting application of logic programming is in solving puzzles. We can specify the conditions of a puzzle and the program will come up with a solution. In this section, we will specify various bits and pieces of information about four people and ask for the missing piece of information.

In the logic program, we specify the puzzle as follows:

  • Steve has a blue car

  • The person who owns the cat lives in Canada

  • Matthew lives in USA

  • The person with the black car lives in Australia

  • Jack has a cat

  • Alfred lives in Australia

  • The person who has a dog lives in France

  • Who has a rabbit?

The goal is the find the person who has a rabbit. Here are the full details about the four people:

Create a new Python file and import the following packages:

from logpy import * 
from logpy.core import lall 

Declare the variable people:

# Declare the variable 
people = var() 

Define all the rules using lall. The first rule is that there are four people:

# Define the rules 
rules = lall( 
    #...
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