experiment evaluation metrics

Allow users to specify evaluation metrics. These can be displayed in a separate tab, and can consist of single step metrics.

Something like:

```python
evaluation_set = {"mae":10., "mape": 10}
```

we can flesh it out more, but the jist is these can all be displayed in a single table with charts and tables.