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What does numpy.random.seed(0) do?

What does np.random.seed do in the below code from a Scikit-Learn tutorial? I'm not very familiar with NumPy's random state generator stuff, so I'd really appreciate a layman's terms explanation of this. ...
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How to create an array containing 1…N

...oking for, why do you need an array? A simple var n = 45; and then looping from 1..n would do. – casablanca Sep 19 '10 at 18:33 3 ...
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Get a random boolean in python?

...s(1)" 1000000 loops, best of 3: 0.308 usec per loop $ python -m timeit -s "from random import getrandbits" "not getrandbits(1)" 1000000 loops, best of 3: 0.262 usec per loop # not takes about 20us of this Added this one after seeing @Pavel's answer $ python -m timeit -s "from random import rando...
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Get protocol + host name from URL

In my Django app, I need to get the host name from the referrer in request.META.get('HTTP_REFERER') along with its protocol so that from URLs like: ...
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surface plots in matplotlib

...ud into a surface. Here's a smooth surface example: import numpy as np from mpl_toolkits.mplot3d import Axes3D # Axes3D import has side effects, it enables using projection='3d' in add_subplot import matplotlib.pyplot as plt import random def fun(x, y): return x**2 + y fig = plt.figure()...
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Knight's Shortest Path on Chessboard

...found using http://en.wikipedia.org/wiki/Dijkstra's_algorithm Pseudo-code from wikipedia-page: function Dijkstra(Graph, source): for each vertex v in Graph: // Initializations dist[v] := infinity // Unknown distance function from source to v previous[v] := ...
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How to check if smtp is working from commandline (Linux) [closed]

...omain.com 25 And copy and paste the below helo client.mydomain.com mail from:<sender@mydomain.com> rcpt to:<to_email@mydomain.com> data From: test@mydomain.com Subject: test mail from command line this is test number 1 sent from linux box . quit Note : Do not forgot the "." at the ...
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How do I convert a numpy array to (and display) an image?

... You could use PIL to create (and display) an image: from PIL import Image import numpy as np w, h = 512, 512 data = np.zeros((h, w, 3), dtype=np.uint8) data[0:256, 0:256] = [255, 0, 0] # red patch in upper left img = Image.fromarray(data, 'RGB') img.save('my.png') img.show() ...
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How to access the local Django webserver from outside world

...it using python manage.py runserver . If I access 127.0.0.1:port locally from the webserver, I get the Django page indicating it worked. ...
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How do multiple clients connect simultaneously to one port, say 80, on a server? [duplicate]

...h client has a unique (for their machine) port. Does the server reply back from an available port to the client, and simply state the reply came from 80? How does this work? ...