top of page
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
Our Projects
bottom of page