Save/Load config as yaml

[maxjeblick]

This PR converts pickled configurations into yaml configuration.

It introduces a breaking change to the current UI (meaning that old experiments won't work). As the repo is in its initial phase, I did not add any conversion scripts to load pickle files and convert them into yamls to keep the repo clean.

Fixes #4