├── .gitignore ├── ReadMe.md ├── data └── MRP_data.xls ├── img ├── 1.png ├── 2.png ├── 23.png └── all models zoom.png └── notebooks ├── 1.0-sales-forecasting-EDA.ipynb ├── 2.0-sales-forecasting-ARIMA-family.ipynb ├── 3.0-sales-forecasting-exponential-smoothing.ipynb ├── 4.0-sales-forecasting-Prophet.ipynb ├── 5.0-sales-forecasting-LSTM.ipynb ├── 6.0-sales-forecasting-CNN.ipynb └── 7.0-sales-forecasting-final-all-models-in-one.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yasamanensafi/retail_store_sales_forecasting/HEAD/.gitignore -------------------------------------------------------------------------------- /ReadMe.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yasamanensafi/retail_store_sales_forecasting/HEAD/ReadMe.md -------------------------------------------------------------------------------- /data/MRP_data.xls: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yasamanensafi/retail_store_sales_forecasting/HEAD/data/MRP_data.xls -------------------------------------------------------------------------------- /img/1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yasamanensafi/retail_store_sales_forecasting/HEAD/img/1.png -------------------------------------------------------------------------------- /img/2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yasamanensafi/retail_store_sales_forecasting/HEAD/img/2.png -------------------------------------------------------------------------------- /img/23.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yasamanensafi/retail_store_sales_forecasting/HEAD/img/23.png -------------------------------------------------------------------------------- /img/all models zoom.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yasamanensafi/retail_store_sales_forecasting/HEAD/img/all models zoom.png -------------------------------------------------------------------------------- /notebooks/1.0-sales-forecasting-EDA.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yasamanensafi/retail_store_sales_forecasting/HEAD/notebooks/1.0-sales-forecasting-EDA.ipynb -------------------------------------------------------------------------------- /notebooks/2.0-sales-forecasting-ARIMA-family.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yasamanensafi/retail_store_sales_forecasting/HEAD/notebooks/2.0-sales-forecasting-ARIMA-family.ipynb -------------------------------------------------------------------------------- /notebooks/3.0-sales-forecasting-exponential-smoothing.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yasamanensafi/retail_store_sales_forecasting/HEAD/notebooks/3.0-sales-forecasting-exponential-smoothing.ipynb -------------------------------------------------------------------------------- /notebooks/4.0-sales-forecasting-Prophet.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yasamanensafi/retail_store_sales_forecasting/HEAD/notebooks/4.0-sales-forecasting-Prophet.ipynb -------------------------------------------------------------------------------- /notebooks/5.0-sales-forecasting-LSTM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yasamanensafi/retail_store_sales_forecasting/HEAD/notebooks/5.0-sales-forecasting-LSTM.ipynb -------------------------------------------------------------------------------- /notebooks/6.0-sales-forecasting-CNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yasamanensafi/retail_store_sales_forecasting/HEAD/notebooks/6.0-sales-forecasting-CNN.ipynb -------------------------------------------------------------------------------- /notebooks/7.0-sales-forecasting-final-all-models-in-one.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yasamanensafi/retail_store_sales_forecasting/HEAD/notebooks/7.0-sales-forecasting-final-all-models-in-one.ipynb --------------------------------------------------------------------------------