A standardized, trackable, testing project framework to study the effects of external economic indicators on model prediction using DVC and MLFlow
- Use temporal fusion transformer, LSTM, DeepESN and Time-Transformer to predict future sales at any forecast horizon for 1300+ products
- Achieve 83% accuracy at an 18-month prediction and 81% accuracy at a 76-week prediction