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echos - Echo State Networks for Time Series Modeling and Forecasting
Provides a lightweight implementation of functions and methods for fast and fully automatic time series modeling and forecasting using Echo State Networks (ESNs).
Last updated
echo-state-networksfablefabletoolsforecastforecastingrecurrent-neural-networksreservoir-computingridge-regressiontime-seriesopenblascppopenmp
6.97 score 19 stars 19 scripts 356 downloads
tscv - Functions and Utilities for Tidy Time Series Forecasting and Time Series Cross-Validation
Functions and tools for tidy time series analysis and forecasting as well as time series cross-validation. This is mainly a set of wrapper and helper functions as well as some extensions for the packages 'tsibble', 'fable', and 'fabletools'.
Last updated
cross-validationexploratory-data-analysisfablefabletoolsforecast-accuracyforecastingggplot2time-seriestscvtsibblevisualization
5.90 score 8 stars 11 scripts 438 downloads