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tsfknn

The goal of tsfknn is to forecast time series using KNN regression

Installation

You can install tsfknn from github with:

# install.packages("devtools")
devtools::install_github("franciscomartinezdelrio/tsfknn")

Example

This is a basic example which shows you how to forecast with tsfknn:

library(tsfknn)
pred <- knn_forecasting(USAccDeaths, h = 12, k = 3)
pred$prediction # To see a time series with the forecasts
plot(pred) # To see a plot with the forecast
library(ggplot2)
autoplot(pred, highlight = "neighbors")  # To see the nearest neighbors

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.