FilippoMB / Time-series-classification-and-clustering-with-Reservoir-Computing

Library for implementing reservoir computing models (echo state networks) for multivariate time series classification, clustering, forecasting, and much more!

Date Created 2018-03-13 (7 years ago)

Commits 77 (last one 2 days ago)

Stargazers 372 (0 this week)

Watchers 19 (0 this week)

Forks 85

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RepositoryStats indexes 628,089 repositories, of these FilippoMB/Time-series-classification-and-clustering-with-Reservoir-Computing is ranked #118,244 (81st percentile) for total stargazers, and #113,969 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #20,390/127,953.

FilippoMB/Time-series-classification-and-clustering-with-Reservoir-Computing is also tagged with popular topics, for these it's ranked: machine-learning-algorithms (#84/293), time-series-forecasting (#36/111)

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Homepage URL: https://reservoir-computing.readthedocs.io/en/latest/

All Topics

echo-state-networks reservoir-computing time-series-clustering missing-data-imputation time-series-forecasting probabilistic-forecasting phase-space-reconstruction time-series-classification machine-learning-algorithms

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36 commits on the default branch (master) since jan '22

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FilippoMB/Time-series-classification-and-clustering-with-Reservoir-Computing

updated: 2025-03-17 @ 12:55am, id: 125086751 / R_kgDOB3SsHw