Machine Learning with Echo State Networks in Python
Project description
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echoes
- 🤖 Machine learning with Echo State Networks(ESN)
- 🧱 High level API,
scikit-learn
compatible API, egfit-predict
interface - ⚡️ Fast! (Thanks to numba ✨)
Installation and quick start
pip install echoes
See Documentation and example notebooks.
Feedback
Any bugs, suggestions, problems? Just open an issue!
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}},
}
Tests
Run tests with
make test
References
Project details
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