Numpy: find index of the elements within range

Question

I have a numpy array of numbers, for example,

a = np.array([1, 3, 5, 6, 9, 10, 14, 15, 56])  

I would like to find all the indexes of the

Answer 1

This code snippet returns all the numbers in a numpy array between two values:

a = np.array([1, 3, 5, 6, 9, 10, 14, 15, 56] )
a[(a>6)*(a<10)]

It works as following: (a>6) returns a numpy array with True (1) and False (0), so does (a<10). By multiplying these two together you get an array with either a True, if both statements are True (because 1x1 = 1) or False (because 0x0 = 0 and 1x0 = 0).

The part a[...] returns all values of array a where the array between brackets returns a True statement.

Of course you can make this more complicated by saying for instance

...*(1-a<10) 

which is similar to an "and Not" statement.