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How do I calculate percentiles with python/numpy?

...y too. import numpy as np a = np.array([1,2,3,4,5]) p = np.percentile(a, 50) # return 50th percentile, e.g median. print p 3.0 This ticket leads me to believe they won't be integrating percentile() into numpy anytime soon. ...
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How do I create an empty array/matrix in NumPy?

...rt numpy >>> a = numpy.zeros(shape=(5,2)) >>> a array([[ 0., 0.], [ 0., 0.], [ 0., 0.], [ 0., 0.], [ 0., 0.]]) >>> a[0] = [1,2] >>> a[1] = [2,3] >>> a array([[ 1., 2.], [ 2., 3.], [ 0., 0.], [ 0., 0.], [ 0., 0.]]) ...
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What is in your Mathematica tool bag? [closed]

... processing. As an example of its utility, I've been working with Wannier90 which outputs the spatially dependent Hamiltonian into a file where each line is a different element in the matrix, as follows rx ry rz i j Re[Hij] Im[Hij] To turn that list into a set of matrices, I gathered up all subl...
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How to extract the decision rules from scikit-learn decision-tree?

... print "{}return {}".format(indent, tree_.value[node]) recurse(0, 1) This prints out a valid Python function. Here's an example output for a tree that is trying to return its input, a number between 0 and 10. def tree(f0): if f0 <= 6.0: if f0 <= 1.5: return [[ 0.]] ...
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range() for floats

..., this could produce unpredictable results like: >>> list(frange(0, 100, 0.1))[-1] 99.9999999999986 To get the expected result, you can use one of the other answers in this question, or as @Tadhg mentioned, you can use decimal.Decimal as the jump argument. Make sure to initialize it with...
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Reduce, fold or scan (Left/Right)?

...first* operator arg `res` // op: -4 - 4 = -8 // res: Int = -8 xs.foldLeft(0)(minus) // op: 0 - 1 = -1 // op: -1 - 2 = -3 // op: -3 - 3 = -6 // op: -6 - 4 = -10 // res: Int = -10 xs.scanLeft(0)(minus) // op: 0 - 1 = -1 // op: -1 - 2 = -3 // op: -3 - 3 = -6 // op: -6 - 4 = -10 // res: List[Int] = Li...
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Minimal web server using netcat

...inimal web server using netcat (nc). When the browser calls up localhost:1500, for instance, it should show the result of a function ( date in the example below, but eventually it'll be a python or c program that yields some data). My little netcat web server needs to be a while true loop in bash, ...
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CSS Font Border?

... 1030 There's an experimental CSS property called text-stroke, supported on some browsers behind a -...
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Vagrant reverse port forwarding?

...ROR -o IdentitiesOnly=yes -i ~/.vagrant.d/insecure_private_key vagrant@127.0.0.1 SSH supports forwarding ports in the direction you want with the -R guestport:host:hostport option. So, if you wanted to connect to port 12345 on the guest and have it forwarded to localhost:80, you would use this comm...
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What is the significance of initializing direction arrays below with given values when developing ch

... want to add onto its x and its y value to move it to a nearby location, 1,0 is east, -1,0 is west, 0,1 is south, 0,-1 is north and so on. (Here I have said top left is 0,0 and bottom right is 4,4 and shown what move each index of the arrays will make from the central point, X, at 2,2.) ..... .536...