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# KaggleStoreSales | ||
Time series regression modeling on a dataset of supermarket sales across years, with the Darts library in Python. Performing time decomposition & hybrid modeling, trying methods such as linear regression with custom features, AutoARIMA and random forest. | ||
Time series regression modeling on a dataset of supermarket sales across years, with the Darts library in Python. | ||
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[Markdown report](https://github.com/AhmetZamanis/KaggleStoreSales/blob/main/ReportPart1.md) | ||
Part 1: | ||
Predicting the total sales across all stores & categories. Performing time decomposition & hybrid modeling, trying methods such as linear regression with custom features, AutoARIMA and random forest. | ||
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[Quarto code](https://github.com/AhmetZamanis/KaggleStoreSales/blob/main/ReportPart1.qmd) | ||
[Markdown report, part 1](https://github.com/AhmetZamanis/KaggleStoreSales/blob/main/ReportPart1.md) | ||
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[Quarto code, part 1](https://github.com/AhmetZamanis/KaggleStoreSales/blob/main/ReportPart1.qmd) |