Evaluate ensemble forecasts

[jonasbhend]

Extend evalml to also work for ensemble forecasts.

Changes required

• realization as an additional dimension in forecasts and baselines
• additional metrics for ensemble forecasts
• configurable or automatically determined set of metrics and scores for deterministic / ensemble forecasts