[Scipy-svn] r2604 - trunk/Lib/cluster
scipy-svn at scipy.org
scipy-svn at scipy.org
Wed Jan 24 04:35:03 EST 2007
Author: jarrod.millman
Date: 2007-01-24 03:35:02 -0600 (Wed, 24 Jan 2007)
New Revision: 2604
Modified:
trunk/Lib/cluster/vq.py
Log:
added imports to doctests
Modified: trunk/Lib/cluster/vq.py
===================================================================
--- trunk/Lib/cluster/vq.py 2007-01-24 09:21:49 UTC (rev 2603)
+++ trunk/Lib/cluster/vq.py 2007-01-24 09:35:02 UTC (rev 2604)
@@ -18,9 +18,9 @@
__all__ = ['whiten', 'vq', 'kmeans']
from numpy.random import randint
-from scipy.stats import std, mean
from numpy import shape, zeros, subtract, sqrt, argmin, minimum, array, \
newaxis, arange, compress, equal, common_type, single, double, take
+from scipy.stats import std, mean
def whiten(obs):
""" Normalize a group of observations on a per feature basis
@@ -54,6 +54,8 @@
Test
+ >>> from numpy import array
+ >>> from scipy.cluster.vq import whiten
>>> features = array([[ 1.9,2.3,1.7],
... [ 1.5,2.5,2.2],
... [ 0.8,0.6,1.7,]])
@@ -110,6 +112,8 @@
Test
+ >>> from numpy import array
+ >>> from scipy.cluster.vq import vq
>>> code_book = array([[1.,1.,1.],
... [2.,2.,2.]])
>>> features = array([[ 1.9,2.3,1.7],
@@ -192,6 +196,8 @@
Note: not whitened in this example.
+ >>> from numpy import array
+ >>> from scipy.cluster.vq import kmeans_
>>> features = array([[ 1.9,2.3],
... [ 1.5,2.5],
... [ 0.8,0.6],
@@ -264,6 +270,8 @@
("Not checked carefully for accuracy..." he said sheepishly)
+ >>> from numpy import array
+ >>> from scipy.cluster.vq import vq, kmeans
>>> features = array([[ 1.9,2.3],
... [ 1.5,2.5],
... [ 0.8,0.6],
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