Demand prediction

Research of the influence of the internal signals on demand forecasting

Project description

Research on the influence of the internal signal on demand forecasting. Preparation elasticity-based features using pandas and scipy Baseline hyperparameters optimization using hyperopt Intermediate visualizations using matplotlib and seaborn Feature importance visualization using shap MLP-baseline preparation by means of pytorch

Technologies

python, pandas, numpy, scipy, matplotlib, seaborn, scikit-learn, xgboost, hyperopt, shap, pytorch; Git, GitHub; Trello board; shell