Time series forecaster designed to predict monthly sales.
Hyperparameter optimization and sliding window validatior allows for model evaluation on X new time periods to determine best model for future time periods.
Current models:
- K-Nearest Neighbors
- Linear Regression
- Random Forest
- Neural Network
- XGBoost
Current build allows for entire list of unique products to be evaluated without needing to filter by product.