Package: m5 0.1.1

m5: 'M5 Forecasting' Challenges Data

Contains functions, which facilitate downloading, loading and preparing data from 'M5 Forecasting' challenges (by 'University of Nicosia', hosted on 'Kaggle'). The data itself is set of time series of different product sales in 'Walmart'. The package also includes a ready-to-use built-in M5 subset named 'tiny_m5'. For detailed information about the challenges, see: Makridakis, Spyros & Spiliotis, Evangelos & Assimakopoulos, Vassilis. (2020). The M5 Accuracy competition: Results, findings and conclusions. <doi:10.1016/j.ijforecast.2021.10.009>

Authors:Krzysztof Joachimiak [aut, cre]

m5_0.1.1.tar.gz
m5_0.1.1.zip(r-4.5)m5_0.1.1.zip(r-4.4)m5_0.1.1.zip(r-4.3)
m5_0.1.1.tgz(r-4.5-any)m5_0.1.1.tgz(r-4.4-any)m5_0.1.1.tgz(r-4.3-any)
m5_0.1.1.tar.gz(r-4.5-noble)m5_0.1.1.tar.gz(r-4.4-noble)
m5_0.1.1.tgz(r-4.4-emscripten)m5_0.1.1.tgz(r-4.3-emscripten)
m5.pdf |m5.html
m5/json (API)

# Install 'm5' in R:
install.packages('m5', repos = c('https://krzjoa.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/krzjoa/m5/issues

Pkgdown site:https://krzjoa.github.io

Datasets:
  • tiny_m5 - A subset from M5 Walmart Challenge Dataset in one data frame

On CRAN:

Conda:

data-sciencekaggle-competitionkaggle-datasetm5-competitionm5-forecastingtime-series-forecastingwalmartwalmart-sales-forecasting

4.15 score 1 stars 28 scripts 258 downloads 5 exports 6 dependencies

Last updated 3 years agofrom:8b03702c48. Checks:1 OK, 8 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 30 2025
R-4.5-winWARNINGMar 30 2025
R-4.5-macWARNINGMar 30 2025
R-4.5-linuxWARNINGMar 30 2025
R-4.4-winWARNINGMar 30 2025
R-4.4-macWARNINGMar 30 2025
R-4.4-linuxWARNINGMar 30 2025
R-4.3-winWARNINGMar 30 2025
R-4.3-macWARNINGMar 30 2025

Exports:m5_demand_typem5_downloadm5_get_raw_evaluationm5_get_raw_validationm5_prepare

Dependencies:cpp11data.tablegenericslubridatestringitimechange

Demand classification

Rendered fromdemand_classification.Rmdusingknitr::rmarkdownon Mar 30 2025.

Last update: 2022-09-04
Started: 2022-09-04