- add a way for ingredients to modify the root config
- ship an ingredient that allows for interactivity in the experiment
- improve the ingredient example and test it
- better documentation of ingredients
Provide a means of running experiment directly from the database. It should download the sources and resources and run the experiment with the config from the DB. Together with the queue-option this would allow to use Sacred for managing runs in a distributed fashion. Also, this would make reproducing experiments extremely easy.
- add more examples for common usecases like tensorflow, theano, ...
- use Sacred with non-python experiments by making the python part a thin wrapper around the external program, but add tools to make them interact nicely.
- a config-file in the home directory that configures some behaviours of Sacred globally, like log-level, observers to always add, ...
- provide a unified interface to query the observers akin to the TinyDBReader
- provide tools to generate reports, overview tables and plots.