├── .coveragerc ├── .gitignore ├── .python-version ├── .readthedocs.yml ├── LICENSE ├── MANIFEST.in ├── README.md ├── application.md ├── doc ├── Makefile ├── _static │ ├── css │ │ └── project-template.css │ ├── js │ │ └── copybutton.js │ └── policeman.png ├── _templates │ ├── class.rst │ ├── function.rst │ └── numpydoc_docstring.py ├── acknowledgements.rst ├── api.rst ├── changelog.rst ├── citation.rst ├── conf.py ├── index.rst ├── intro.rst ├── license.rst ├── make.bat ├── methodology.rst ├── quick_start.rst ├── techniques.rst └── user_guide.rst ├── enviornment.yml ├── examples ├── README.txt ├── plot_classifier.py └── plot_template.py ├── notebooks └── __init__.py ├── pyproject.toml ├── setup.cfg ├── setup.py ├── skelm ├── __init__.py ├── _version.py ├── elm.py ├── elm_lanczos.py ├── elm_large.py ├── hidden_layer.py ├── solver.py ├── solver_batch.py ├── solver_dask.py ├── solver_lanczos.py ├── tests │ ├── test_acceptance.py │ ├── test_data.py │ ├── test_elm.py │ ├── test_features.py │ ├── test_hidden_layer.py │ ├── test_interface.py │ ├── test_solvers.py │ └── test_unittests.py ├── tests2 │ ├── test_acceptance_dask.py │ ├── test_pandas.py │ └── test_serialization.py └── utils.py ├── uv.lock └── workshops ├── Arcada 2023 ├── 1. ELM usage in Scikit-Learn environment.ipynb ├── 1. High Performance ELM with GPU acceleration.ipynb ├── 2023 Insights about ELM.pdf ├── 5.2 Forgetting data with ELM.ipynb ├── 6.3 Save and load model.ipynb ├── 6.4 Export to Keras and iOS.ipynb ├── ELM Workshop with more examples.ipynb ├── cm1.pdf ├── cm2.pdf ├── cm3.pdf └── img │ ├── HH1.png │ └── HH2.png ├── ELM 2021 ├── 2021-12 ELM Workshop.html ├── 2021-12 ELM Workshop.ipynb ├── 2021-12 ELM Workshop.pdf ├── fortune 1000 companies in dec2021.csv └── img │ ├── HH1.png │ └── HH2.png ├── ELM 2022 ├── Spark_ELM_workshop_1.ipynb └── Spark_ELM_workshop_2.ipynb └── STE_2024 ├── 0. ELM.ipynb ├── 1. High Performance ELM with GPU acceleration.ipynb ├── 2. ELMVIS shows ELM behavior.ipynb ├── 3. ELM Workshop with more examples.ipynb ├── 4. Spark ELM workshop.ipynb ├── 5. Forgetting data with ELM.ipynb ├── 6. 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