├── README.md ├── data_preprocessing.py ├── model_output ├── LinearRegression_forecast.png ├── RandomForest_forecast.png ├── XGBoost_forecast.png ├── arima_forecast.png ├── compare_models.png └── lstm_forecast.png ├── models.py ├── notebooks ├── 01_data_cleaning_and_eda.ipynb ├── 02_regression_modeling.ipynb ├── 03_arima_modeling.ipynb ├── 04_viewing_results.ipynb ├── arima_model_scores.p └── model_scores.p └── results.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mollyryanruby/sales_forecasting/HEAD/README.md -------------------------------------------------------------------------------- /data_preprocessing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mollyryanruby/sales_forecasting/HEAD/data_preprocessing.py -------------------------------------------------------------------------------- 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