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Scientific Computing with Python

You're reading from   Scientific Computing with Python High-performance scientific computing with NumPy, SciPy, and pandas

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Product type Paperback
Published in Jul 2021
Publisher Packt
ISBN-13 9781838822323
Length 392 pages
Edition 2nd Edition
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Authors (4):
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Olivier Verdier Olivier Verdier
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Olivier Verdier
Jan Erik Solem Jan Erik Solem
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Jan Erik Solem
Claus Führer Claus Führer
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Claus Führer
Claus Fuhrer Claus Fuhrer
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Claus Fuhrer
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Table of Contents (23) Chapters Close

Preface 1. Getting Started 2. Variables and Basic Types FREE CHAPTER 3. Container Types 4. Linear Algebra - Arrays 5. Advanced Array Concepts 6. Plotting 7. Functions 8. Classes 9. Iterating 10. Series and Dataframes - Working with Pandas 11. Communication by a Graphical User Interface 12. Error and Exception Handling 13. Namespaces, Scopes, and Modules 14. Input and Output 15. Testing 16. Symbolic Computations - SymPy 17. Interacting with the Operating System 18. Python for Parallel Computing 19. Comprehensive Examples 20. About Packt 21. Other Books You May Enjoy 22. References

8.1.3 The __init__ method

Now we provide our example class with some attributes, that is, we give it defining data. In our case, this data will be the values of the denominator and the numerator. To this end, we have to define a method, __init__, used to initialize the class with these values:

class RationalNumber:
    def __init__(self, numerator, denominator):
        self.numerator = numerator
        self.denominator = denominator

Before we explain the special function __init__, which we added to the class, we demonstrate the instantiation of a RationalNumber object:

q = RationalNumber(10, 20)    # Defines a new object
q.numerator                   # returns 10
q.denominator                 # returns 20

A new object of type RationalNumber is created by using the class name as if it were a function. This statement does two things:

  1. It first creates an empty object, q.
  2. Then it applies the __init__ function to it; that is, q.__init__(10, 20) is executed.

The first parameter of __init__...

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