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Python Data Type Q&A » numpy » element 

1. Return common element indices between two numpy arrays    stackoverflow.com

I have two arrays, a1 and a2. Assume len(a2) >> len(a1), and that a1 is a subset of a2. I would like a quick way to return the a2 indices of ...

2. How to detect a sign change for elements in a numpy array    stackoverflow.com

I have a numpy array with positive and negative values in.

a = array([1,1,-1,-2,-3,4,5])
I want to create another array which contains a value at each index where a sign change occurs (For ...

3. How to call an element in an numpy array?    stackoverflow.com

This is a really simple question, but I didnt find the answer. How to call an element in an numpy array?

import numpy as np

arr = np.array([[1,2,3,4,5],[6,7,8,9,10]])

print arr(1,1)
The code above doesnt work.

4. How can each element of a numpy array be operated upon according to its relative value?    stackoverflow.com

Let say that we have an array

a = np.array([10,30,50, 20, 10, 90, 0, 25])
The pseudo code for what I want -
if a[x] > 80 then perform funcA on a[x]
if 40 < ...

5. Dot product of every element with every other element of an array    stackoverflow.com

Is there an easy way to take the dot product of one element of an array with every other? So given:

array([[1, 2, 3],
       [4, 5, 6],
 ...

6. Creating a new array having logarithmic values of elements in another array in Python    stackoverflow.com

Hey.. I have run into a bit of a problem with my python code.. I have a set of values each for frequency and power-spectrum. I need to plot frequency v/s ...

7. How to get the index of a maximum element in a numpy array    stackoverflow.com

I have a 2 dimensional NumPy array. I know how to get the maximum values over axes:

>>> a = array([[1,2,3],[4,3,1]])
>>> amax(a,axis=0)
array([4, 3, 3])
How can I get the indices of the maximum ...

8. mean of elements i and i+1 in a numpy array    stackoverflow.com

Out of curiosity, is there a specific numpy function to do the following (which would supposedly be faster):

a = np.array((0,2,4))
b = np.zeros(len(a) - 1)
for i in range(len(b)):
    b[i] ...

9. Indexing python array with a python array with redundant elements    stackoverflow.com

I'm experiencing a problem with array indexing. Suppose you have an array a and another array b you want to use to use as index for a in order to assign ...

10. Forcing Elements in a Numpy Array to be Within a Specified Range    stackoverflow.com

I have a numpy array and I want to force every element that is less than zero to be zero and every element above 255 will be forced down to 255. eg. ...

11. Add single element to array in numpy    stackoverflow.com

I have a numpy array containing:

[1, 2, 3]
I want to create an array containing:
[1, 2, 3, 1]
That is, I want to add the first element on to the end of the ...

12. how to get the neighboring elements in a numpy array with taking boundaries into account?    stackoverflow.com

I want to get the neighbors of the certain element in the numpy array. Lets consider following example

    a = numpy.array([0,1,2,3,4,5,6,7,8,9])
So I want to specify position 5 and ...

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