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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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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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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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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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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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Truncate number to two decimal places without rounding

...eform.rounded var with2Decimals = num.toString().match(/^-?\d+(?:\.\d{0,2})?/)[0] rounded.value = with2Decimals } <form onsubmit="return calc(this)"> Original number: <input name="original" type="text" onkeyup="calc(form)" onchange="calc(form)" /> <br />"Rounded" numb...
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Fastest way to replace NAs in a large data.table

... a large data.table , with many missing values scattered throughout its ~200k rows and 200 columns. I would like to re code those NA values to zeros as efficiently as possible. ...
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How does Dijkstra's Algorithm and A-Star compare?

... answered Aug 26 '09 at 5:18 leizleiz 3,63622 gold badges2020 silver badges1616 bronze badges ...