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
Metadata
1 maintainer
Release files for python-artmap 0.4.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| python_artmap-0.4.1.tar.gz | 11.4 kB | Without provenance | Details for python_artmap-0.4.1.tar.gz |
Release files / python_artmap-0.4.1.tar.gz
| Download URL | python_artmap-0.4.1.tar.gz |
|---|---|
| Size | 11.4 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
373b5c7b4c7aa7cd45a2ad2b00c2a35fbb06153aba72ff1fc8944467bd72b184
|
|
BLAKE2b-256 checksum How to use checksums |
df3f3a20765612a44774b44670d9324054269bb1a042ad5b8da66c1a52ea409e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/47.1.1 requests-toolbelt/0.9.1 tqdm/4.46.1 CPython/3.7.3
|
Security for python-artmap 0.4.1
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
