Python ARTMAP
A Python Library of Neural network ARTMAP.
Free software: MIT license
How install
pip install python_artmapFeatures
This library contains two of the main ART neural network
ARTMAP Fuzzy
ART Fuzzy
How use it
import numpy as np
from python_artmap import ARTMAPFUZZY
input = np.array([
[0, 0],
[0, 1],
[1, 0],
[1, 1]
])
output = np.array([
[0],
[0],
[0],
[1],
])
ArtMap = ARTMAPFUZZY(input, output, rhoARTa=0.6, rhoARTb=0.9)
ArtMap.train()
ArtMap.test([0, 0]) #{'index': 0, 'ArtB': [0.0, 1.0], 'id': '0010'}
ArtMap.test([0, 1]) #{'index': 0, 'ArtB': [0.0, 1.0], 'id': '0010'}
ArtMap.test([1, 0]) #{'index': 0, 'ArtB': [0.0, 1.0], 'id': '0010'}
ArtMap.test([1, 1]) #{'index': 1, 'ArtB': [1.0, 0.0], 'id': '1000'}Credits
This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.
History
0.1.0 (2020-06-08)
First release on PyPI.
1 maintainer
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