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Generate random numbers with a given (numerical) distribution

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Transposing a 2D-array in JavaScript

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How to create a density plot in matplotlib?

...mpy as np from scipy.stats import gaussian_kde data = [1.5]*7 + [2.5]*2 + [3.5]*8 + [4.5]*3 + [5.5]*1 + [6.5]*8 density = gaussian_kde(data) xs = np.linspace(0,8,200) density.covariance_factor = lambda : .25 density._compute_covariance() plt.plot(xs,density(xs)) plt.show() I get which is pretty...
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Find intersection of two nested lists?

... If you want: c1 = [1, 6, 7, 10, 13, 28, 32, 41, 58, 63] c2 = [[13, 17, 18, 21, 32], [7, 11, 13, 14, 28], [1, 5, 6, 8, 15, 16]] c3 = [[13, 32], [7, 13, 28], [1,6]] Then here is your solution for Python 2: c3 = [filter(lambda x: x in c1, sublist) for sublis...
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Does Python have an ordered set?

...ferred to from the Python 2 Documentation. This runs on Py2.6 or later and 3.0 or later without any modifications. The interface is almost exactly the same as a normal set, except that initialisation should be done with a list. OrderedSet([1, 2, 3]) This is a MutableSet, so the signature for .uni...
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How do I check if an array includes a value in JavaScript?

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Efficient way to rotate a list in python

...method. from collections import deque items = deque([1, 2]) items.append(3) # deque == [1, 2, 3] items.rotate(1) # The deque is now: [3, 1, 2] items.rotate(-1) # Returns deque to original state: [1, 2, 3] item = items.popleft() # deque == [2, 3] ...
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Statistics: combinations in Python

... 123 See scipy.special.comb (scipy.misc.comb in older versions of scipy). When exact is False, it use...
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Pandas percentage of total with groupby

...d np.random.seed(0) df = pd.DataFrame({'state': ['CA', 'WA', 'CO', 'AZ'] * 3, 'office_id': list(range(1, 7)) * 2, 'sales': [np.random.randint(100000, 999999) for _ in range(12)]}) state_office = df.groupby(['state', 'office_id']).agg...
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Is there a common Java utility to break a list into batches?

...e, partitioning a list containing [a, b, c, d, e] with a partition size of 3 yields [[a, b, c], [d, e]] -- an outer list containing two inner lists of three and two elements, all in the original order. share | ...