程式扎記: [ Python 常見問題 ] How to make List from Numpy Matrix in Python

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2012年12月21日 星期五

[ 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:
  1. a = numpy.matrix([[ 0.166666670.666666670.16666667]])  
  2. list(numpy.array(a).reshape(-1,))  
or
  1. numpy.array(a).reshape(-1,).tolist()  
or
  1. numpy.array(a)[0].tolist()  
or
  1. numpy.array(a).flatten().tolist()  
This message was edited 1 time. Last update was at 22/12/2012 10:44:48

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