Book Image

Python for Finance

By : Yuxing Yan
Book Image

Python for Finance

By: Yuxing Yan

Overview of this book

Table of Contents (20 chapters)
Python for Finance
Credits
About the Author
Acknowledgments
About the Reviewers
www.PacktPub.com
Preface
Index

Working with arrays of ones, zeros, and the identity matrix


In the following code examples, we don't show values of all the variables, from a to i, to save space:

>>>import numpy as np
>>>a=np.zeros(10)                #  array with 10 zeros
>>>b=np.zeros((3,2),dtype=float) #  3 by 2 with zeros
>>>c=np.ones((4,3),float)        #  4 by 3 with all ones
>>>d=np.array(range(10),float)   #  0,1, 2,3 .. up to 9
>>>e1=np.identity(4)             #  identity 4 by 4 matrix
>>>e2=np.eys(4)                  #  same as above
>>>e3=np.eys(4,k=1)              #  1 start from k  
>>>f=np.arange(1,20,3,float)     # from 1 to 19 interval 3
>>>g=np.array([[2,2,2],[3,3,3]]) #  2 by 3
>>>h=np.zeros_like(g)            #  all zeros
>>>i=np.ones_linke(g)            #  all ones