Metadata-Version: 2.1
Name: Discrete-Dynamical-Reservoir
Version: 0.1.5
Summary: Use of discrete dynamical systems within recurrent neural networks
Home-page: https://github.com/matteo-789/Discrete-Dynamical-Reservoir/
Author: Matteo Cisneros
License: UNKNOWN
Platform: UNKNOWN
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Classifier: Topic :: Scientific/Engineering
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX
Classifier: Operating System :: Unix
Classifier: Operating System :: MacOS
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Requires-Python: >=3.6
License-File: LICENSE

Python library to build and use discrete dynamical systems within recurrent neural networks. This library is a user-friendly tool made to use discrete dynamical systems such as Binary ECA, 3 states ECA and CML as a reservoir. Each type of reservoir has its hyper-parameters to enhance the reservoir performance.

