NGervasoni / DMTM-bip-challenge Public

Forecasting model to predict the total number of sales in a given month for a number of stores.

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Name		Name	Last commit message	Last commit date
Latest commit History 51 Commits
.ipynb_checkpoints		.ipynb_checkpoints
.gitignore		.gitignore
Create_TestSet_without_avg.ipynb		Create_TestSet_without_avg.ipynb
Crossvalidation.ipynb		Crossvalidation.ipynb
Crossvalidation_kNN.ipynb		Crossvalidation_kNN.ipynb
Crossvalidation_with_predicted_sales.ipynb		Crossvalidation_with_predicted_sales.ipynb
DataAnalysis.ipynb		DataAnalysis.ipynb
Feature Selection.ipynb		Feature Selection.ipynb
Final_Notebook.ipynb		Final_Notebook.ipynb
Linear Regression.ipynb		Linear Regression.ipynb
Preprocessing.ipynb		Preprocessing.ipynb
README.md		README.md
RandomForest.ipynb		RandomForest.ipynb
Save Predictions.ipynb		Save Predictions.ipynb
SelectKBest.ipynb		SelectKBest.ipynb
Validation_v2.ipynb		Validation_v2.ipynb
Validation_v3.ipynb		Validation_v3.ipynb
Validation_v3_10VIF.ipynb		Validation_v3_10VIF.ipynb
Validation_v3_20VIF.ipynb		Validation_v3_20VIF.ipynb
Validation_v3_perSTOREID.ipynb		Validation_v3_perSTOREID.ipynb
Validation_v3_perSTOREID_10VIF.ipynb		Validation_v3_perSTOREID_10VIF.ipynb
Validation_v3_perSTOREID_20VIF.ipynb		Validation_v3_perSTOREID_20VIF.ipynb
Visualization.ipynb		Visualization.ipynb
averageSales.ipynb		averageSales.ipynb
missing_days.csv		missing_days.csv
predictions.csv		predictions.csv
sample_submission.csv		sample_submission.csv
sample_submission.xlsx		sample_submission.xlsx
test(1).xlsx		test(1).xlsx
test.csv		test.csv
test.xlsx		test.xlsx
train.csv		train.csv
train.xlsx		train.xlsx
validation.ipynb		validation.ipynb