Forecast sales with Entity Embedding LSTM
Project description
# AM18_SPR20_LondonLAB
The package contains two functions: Preprocess and Analyse.
- Preprocess has two arguments: 1. Path to the grouped product sales input data
Path to an intermediary folder to store intermediary data
- Analyse has two arguments as well: 1. Path to an output folder to store final output
Path to the intermediary folder specified during Preprocess
- Vis has two arguments: 1. Path to an output folder to store plots
Path to the intermediary folder specified during Preprocess
- Forecast has 6 arguments: 1. Path to an output folder to store final predictions
Path to the intermediary folder specified during Preprocess
A list of stores whose sales are predicted
A list of products whose sales are predicted
The start date of predictions
The end date of predictions
To obtain final results, call Preprocess and Analyse sequentially with their respective arguments after setting up the intermediary and the output folder
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