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krzjoa
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>
Maintained by Krzysztof Joachimiak. Last updated 3 years ago.
data-sciencekaggle-competitionkaggle-datasetm5-competitionm5-forecastingtime-series-forecastingwalmartwalmart-sales-forecasting
21.6 match 2 stars 4.45 score 28 scriptsemilhvitfeldt
walmartAPI:Walmart Open API Wrapper
Provides API access to the Walmart Open API <https://developer.walmartlabs.com/>, that contains data about stores, Value of the day and products which includes names, sale prices, shipping rates and taxonomies.
Maintained by Emil Hvitfeldt. Last updated 5 years ago.
18.5 match 19 stars 4.39 score 13 scriptsbusiness-science
timetk:A Tool Kit for Working with Time Series
Easy visualization, wrangling, and feature engineering of time series data for forecasting and machine learning prediction. Consolidates and extends time series functionality from packages including 'dplyr', 'stats', 'xts', 'forecast', 'slider', 'padr', 'recipes', and 'rsample'.
Maintained by Matt Dancho. Last updated 1 years ago.
coercioncoercion-functionsdata-miningdplyrforecastforecastingforecasting-modelsmachine-learningseries-decompositionseries-signaturetibbletidytidyquanttidyversetimetime-seriestimeseries
3.3 match 625 stars 14.15 score 4.0k scripts 16 dependents