Replace value in array when greater than x
Question: I get a little problem with a simple idea. I have an array of data and I would
like to replace each value if the value is greater than X.

To solve that, I wrote a little script as example which give the same idea :

    
    
    import numpy as np
    
    # Array creation
    
    array = np.array([0.5, 0.6, 0.9825])
    
    print array
    
    # If value > 0.7 replace by 0.
    
    new_array = array[array > 0.7] == 0
    
    print new_array
    

I would like to obtain :

    
    
    >>> [0.5, 0.6, 0] # 0.9825 is replaced by 0 because > 0.7
    

Thank you if you could me help ;)

**EDIT :**

I didn't find How this subject could help me : [Replace all elements of Python
NumPy Array that are greater than some
value](http://stackoverflow.com/questions/19666626/replace-all-elements-of-
python-numpy-array-that-are-greater-than-some-value) The answer given by
@ColonelBeauvel is not noticed in the previous post.


Answer: I wonder why this solution is not provided in the link @DonkeyKong provided:

    
    
    np.where(arr>0.7, 0, arr)
    #Out[282]: array([ 0.5,  0.6,  0. ])
    

