compare batch and offline learning

[frolovsa]

• [ ] prepare 3 years of data at 3 degrees
• [ ] Train network on 1 year of data and test on 2 years
• [ ] Train sequentially on year 2-3
• [ ] Train with sliding window on year 2-3
• [ ] Evaluate on week 1-2 and week 2-3 prediction