├── .github └── workflows │ ├── python-publish-pypi.yml │ └── python-test-push.yml ├── .gitignore ├── .jupyter └── custom │ ├── Logo_TU_Dresden.svg │ └── custom.css ├── .readthedocs.yml ├── LICENSE ├── README.md ├── docs ├── Makefile ├── make.bat ├── requirements.txt └── source │ ├── _static │ └── img │ │ ├── Logo-STKS.jpg │ │ ├── Logo_IDLab_White.png │ │ ├── Logo_TU_Dresden.svg │ │ ├── SMWA_EFRE-ESF_Sachsen_Logokombi_quer_03.jpg │ │ ├── TUD_Logo_HKS41_114.png │ │ ├── echo_state_network.svg │ │ ├── getting_started_mackey_glass.svg │ │ ├── getting_started_mackey_glass_predicted.svg │ │ ├── logo_UGent_EN_RGB_2400_color-on-white.png │ │ ├── pyrcn_logo.pdf │ │ └── pyrcn_logo.svg │ ├── api │ ├── api.rst │ ├── pyrcn.base.rst │ ├── pyrcn.datasets.rst │ ├── pyrcn.echo_state_network.rst │ ├── pyrcn.extreme_learning_machine.rst │ ├── pyrcn.linear_model.rst │ └── pyrcn.rst │ ├── citation.rst │ ├── conf.py │ ├── development.rst │ ├── getting_started.rst │ ├── index.rst │ ├── installation.rst │ ├── introduction.rst │ └── tutorial.rst ├── environment.yml ├── examples ├── .gitignore ├── MNIST_regressors.ipynb ├── PyRCN_Intro.ipynb ├── PyRCN_Intro.py ├── Video_Door_state_Classification.ipynb ├── Video_Door_state_Classification.py ├── Video_Door_state_Classification_randomized_search.py ├── bip.py ├── digits-kmeans.py ├── digits.ipynb ├── digits.py ├── esn_impulse_responses.ipynb ├── experiments.py ├── f0_extraction.py ├── input-to-node.py ├── mackey-glass-t17.ipynb ├── mackey-glass-t17.py ├── mnist-elm.py ├── mnist_regressors.py ├── multipitch_tracking.ipynb ├── multipitch_tracking.py ├── musical_note_prediction.ipynb ├── musical_note_prediction.py ├── preprocessing-mnist.py ├── setup_local.ipynb ├── sklearn_autoencoder.ipynb ├── spoken_digit_recognition.ipynb ├── spoken_digit_recognition_auto_encoder.ipynb ├── stock-price-prediction.ipynb └── whitening.py ├── mypy.ini ├── pyproject.toml ├── pytest.ini ├── requirements.txt ├── setup.cfg ├── src └── pyrcn │ ├── __init__.py │ ├── _version.py │ ├── base │ ├── __init__.py │ ├── _activations.py │ ├── _base.py │ └── blocks │ │ ├── __init__.py │ │ ├── _input_to_node.py │ │ └── _node_to_node.py │ ├── datasets │ ├── __init__.py │ └── _base.py │ ├── echo_state_network │ ├── __init__.py │ └── _esn.py │ ├── extreme_learning_machine │ ├── __init__.py │ └── _elm.py │ ├── linear_model │ ├── __init__.py │ └── _incremental_regression.py │ ├── metrics │ ├── __init__.py │ ├── _classification.py │ └── _regression.py │ ├── model_selection │ ├── __init__.py │ └── _search.py │ ├── nn │ ├── __init__.py │ ├── _activations.py │ ├── _forward_layers.py │ ├── _recurrent_layers.py │ └── init.py │ ├── postprocessing │ ├── __init__.py │ └── _normal_distribution.py │ ├── preprocessing │ ├── __init__.py │ └── _coates.py │ ├── projection │ ├── __init__.py │ └── _value_projection.py │ └── util │ ├── __init__.py │ ├── _feature_extractor.py │ └── _util.py └── tests ├── test_activations.py ├── test_classification_metrics.py ├── test_coates.py ├── 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