├── .github └── workflows │ └── ci.yml ├── .gitignore ├── CHANGELOG.md ├── LICENSE ├── MANIFEST.in ├── Makefile ├── README.md ├── docs ├── api │ ├── ESNGenerator.md │ ├── ESNRegressor.md │ ├── plotting.md │ └── utils.md ├── examples │ ├── data │ │ └── afib.txt │ ├── figs │ │ ├── mackeyglasst17.png │ │ ├── memory_capacity.png │ │ ├── reservoir_activity.png │ │ └── sincos.png │ └── notebooks │ │ ├── generator-atrial.ipynb │ │ ├── generator-mackeyglass17.ipynb │ │ ├── regressor-gridsearch.ipynb │ │ ├── regressor-pipeline-and-gridsearch.ipynb │ │ ├── regressor-sincos.ipynb │ │ └── reservoir-activity.ipynb ├── index.md ├── style.css └── tutorial │ └── index.md ├── mkdocs.yml ├── pyproject.toml ├── scripts └── run-notebooks.sh ├── src └── echoes │ ├── __init__.py │ ├── data │ └── mackey_glass_t17.npy │ ├── datasets.py │ ├── esn │ ├── __init__.py │ ├── _base.py │ ├── _generator.py │ └── _regressor.py │ ├── plotting │ ├── __init__.py │ ├── _core.py │ └── _memory_capacity.py │ ├── reservoir │ ├── __init__.py │ └── _leaky_numba.py │ └── utils.py ├── tests ├── test_check_estimator.py ├── test_generator.py ├── test_random_seed.py ├── test_spec_rad.py └── test_wout_shape.py ├── theme └── custom.css └── uv.lock /.github/workflows/ci.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fabridamicelli/echoes/HEAD/.github/workflows/ci.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fabridamicelli/echoes/HEAD/.gitignore -------------------------------------------------------------------------------- /CHANGELOG.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fabridamicelli/echoes/HEAD/CHANGELOG.md -------------------------------------------------------------------------------- /LICENSE: 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