fagan2888 / m5-methods

Data, Benchmarks, and methods submitted to the M5 forecasting competition

M5-methods

Data, Benchmarks, and submissions made to the M5 forecasting competition

"Accuracy Submissions": Includes the forecasts of the 24 benchmarks of the M5 Accuracy competition and the submissions made by the top-50 performing methods

"Uncertainty Submissions": Includes the forecasts of the 6 benchmarks of the M5 Uncertainty competition and the submissions made by the top-50 performing methods

"Dataset": Includes the dataset of the competition, i.e., unit sales (train and test set) and information about calendar, promotions, and prices. The dataset is also available for R users in a .Rdata format.

"validation": Includes the code used for producing the forecasts of the benchmarks (both Accuracy and Uncertainty competitions)

"Scores and Ranks.xlsx": Includes the scores and ranks of the top-50 submissions of the M5 Accuracy and M5 Uncertainty competition. The scores of the benchmarks is also provided.

"M5-Competitors-Guide.pdf": Provides information about the set-up of the competition, the dataset, the evaluation measures, the prizes, the submission files and the benchmarks.

"M5_accuracy_competition.pdf": Presents the results, findings and conclusions of the M5 Accuracy competition.