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version change and minor desc mod

pull/4/head
Kai Staats 2016-09-14 19:54:17 -06:00
parent 11be9a6038
commit 6905f01f8c
2 changed files with 5 additions and 4 deletions
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3
tools/karoo_multiclassifier.py
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@ -4,7 +4,8 @@
'''
This is a toy script, designed to allow you to play with multiclass classification using the same underlying function
as employed by Karoo GP.
as employed by Karoo GP. Keep in mind that a linear multiclass classifier such as this is suited only for data which
itself has a linear (eg: time series) component, else GP will struggle to force the data to fit.
'''
from numpy import arange

6
tools/karoo_normalise.py
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@ -8,9 +8,9 @@ import numpy as np
np.set_printoptions(linewidth = 320) # set the terminal to print 320 characters before line-wrapping in order to view Trees
'''
This script works with a raw dataset to prepare a new, normalised dataset. It does so by comparing all values in each
given column, finding the maximum and minimum values, and then modifying each value to fall between a high of 1 and
low of 0. The modified values are written to a new file, the original remaining untouched.
This script works with a dataset to prepare a new, normalised dataset. It does so by comparing all values in each given
column, finding the maximum and minimum values, and then modifying each value to fall between a high of 1 and low of 0.
The modified values are written to a new file, the original remaining untouched.
This script can be used *after* karoo_features_sort.py, and assumes no header has yet been applied to the .csv.
'''