Library for dynamical systems and Reservoir Computing implemented in PyTorch
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Jan 20, 2025 - Python
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echostatenetworks
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Deep Learning models aimed at improving performance on imbalanced time-series clinical data. The project explores data augmentation techniques and model optimization to enhance classification results in challenging imbalanced datasets.
deep-learning time-series tensorflow transformer neural-networks imbalanced-data clinical-data smote-sampling echostatenetworks borderline-smote
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Oct 24, 2024
esn pytorch echo-state-networks reservoir-computing reservoircomputing echostatenetworks reservoirpy
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Sep 4, 2024 - Jupyter Notebook
Master Thesis at University of Konstanz
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Jun 16, 2020 - TeX
A testing platform for Reservoir Computing
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Aug 8, 2023 - Python
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