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iForecast (version 1.0.4)

Machine Learning Time Series Forecasting

Description

Compute both static and recursive time series forecasts of machine learning models.

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Version

Install

install.packages('iForecast')

Monthly Downloads

282

Version

1.0.4

License

GPL (>= 2)

Maintainer

Ho Tsung-wu

Last Published

November 18th, 2021

Functions in iForecast (1.0.4)

iForecast

Extract predictions and class probabilities from train objects
ttsAutoML

Train time series by automatic machine learning of h2o provided by H2O.ai
ttsLSTM

Train time series by LSTM of tensorflow provided by kera
ttsCaret

Train time series by caret and produce two types of time series forecasts: static and recursive
rollingWindows

Rolling timeframe for time series anaysis
data-sets

Economic and Financial Data Sets