Index

A

addFeatures() (in module preprocessing)

B

blendPostalCodes() (in module preprocessing)

C

clusterRFC() (in module itemClustering) clusterRFM() (in module customerClustering) convertDataToParquet() (in module helpers) customerClustering module

customerPrediction() (in module main) customerPredictions module

D

database module

F

fillMissingStates() (in module helpers)

finalCleaning() (in module preprocessing) findNearestState() (in module helpers)

G

getClosestMatch() (in module helpers) getDistributionCentres() (in module itemClustering)

getItemDataset() (in module itemClustering) getTop25PercentCustomers() (in module customerClustering)

H

helpers module

I

initialCleaning() (in module preprocessing) itemClustering module

itemPrediction() (in module main) itemPredictions module

L

loadInitialData() (in module helpers)

loadParquetFile() (in module helpers)

M

main module main() (in module main) mergeOnKunden() (in module preprocessing) module customerClustering customerPredictions database helpers itemClustering itemPredictions main preprocessing

P

predict_quantity_per_cluster() (in module itemPredictions) predictRevenuePerCluster() (in module customerPredictions) preprocessData() (in module main)

preprocessing module process_lstm_files() (in module database)

R

read_and_process_excel() (in module database)

S

save_to_sqlite() (in module database)