Machine Learning with Echo State Networks in Python
Project description
echoes
(work in progress!)
Scikit-learn compatible, high level API for machine learning with Echo State Networks(ESN).
Quick start: See Documentation and examples.
Installation
pip install echoes
Citing
If you find echoes useful for a publication, then please use the following BibTeX to cite it:
@misc{echoes,
author = {Damicelli, Fabrizio},
title = {echoes: Echo State Networks with Python},
year = {2019},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {\url{https://github.com/fabridamicelli/echoes}},
}
Dependencies
- numpy
- sklearn
- pandas
- matplotlib
- seaborn
- numba
- tests:
- mypy
- pytest
The code has been tested with Python 3.7 on Ubuntu 16.04 and 18.04.
Tests
Run tests with
make test
References
Project details
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