[ Python 常見問題 ] How to make List from Numpy Matrix in Python

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Question:
I using the dot() function from numpy to multiply a matrix of 3x3 with a numpy.array of 1x3. The output is for example this:

[[ 0.16666667 0.66666667 0.16666667]]

which is of type:

numpy.matrixlib.defmatrix.matrix

'>
how can I convert this to a list. Because I know the result will always be a matrix of 1x3 so it should be coverted to a list because I need to be able to loop through it later for calculation the pearson distance of two of those lists.

So to summarize: how can I make a list from this matrix?

Answer:
May not be the optimal way to do this but the following works:

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1. a = numpy.matrix([[ 0.16666667, 0.66666667, 0.16666667]])  
2. list(numpy.array(a).reshape(-1,))  

or

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1. numpy.array(a).reshape(-1,).tolist()  

or

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1. numpy.array(a)[0].tolist()  

or

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1. numpy.array(a).flatten().tolist()  

This message was edited 1 time. Last update was at 22/12/2012 10:44:48