Skip to content

Machine Learning with Echo State Networks, a scikit-learn compatible package.

License

Notifications You must be signed in to change notification settings

fabridamicelli/echoes

Folders and files

NameName
Last commit message
Last commit date

Latest commit

5d06183 · Oct 27, 2024
Mar 19, 2023
Nov 7, 2021
Oct 26, 2024
Oct 27, 2024
Nov 7, 2021
Jun 1, 2020
May 28, 2020
Nov 27, 2019
Jul 28, 2020
Mar 19, 2023
Mar 19, 2023
Jun 1, 2020
Oct 20, 2024
Mar 11, 2023

Repository files navigation

Downloads CI

Like the package? Don't forget to give it a GitHub ⭐ to help others find and trust it!

echoes

  • 🤖 Machine learning with Echo State Networks(ESN)
  • 🧱 High level API, scikit-learn compatible API, eg fit-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

Releases

No releases published

Packages

No packages published

Languages