1. Offer a way to compare 2 or more different runs of an experiment and show the metrics on on the same graph.
2. Offer functionalities to filter runs of an experiment on a certain hyper param and show metrics associated with those runs.

A possible way to implement these could be as follows:

• Over the course of time the number of experiments and runs will increase for a user, or they might have large set of experiments already. We should Offer a tables for experiments, and runs for users to choose from.
• In the initial stage the filtering based on hyper param can also be done based on the same table.

Implementation:

• A separate table located under a separate tab to select experiments from(instead of a drop down). The runs corresponding to these experiments show up on the graph page which includes another table, detailed in the next point
• Make a table component which can enable selection from runs of an experiment/experiments, this component can live just below the graphs and show runs and associated hyper params. A possible example implementation for column freeze so that we can show multiple hyper params for a run https://www.material-react-table.com/docs/guides/column-pinning

Please feel free to add any suggestions