- add a way for ingredients to modify the root config
- add a pre-run hook
- add a post-run hook
- ship an ingredient that integrates with a hyperparameter optimization tool
- 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 re-running experiment directly from the database It should download the sources and resources and run the experiment with the config from the DB. This would make reproducing experiments extremely easy.
- 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, ...
- A flat file observer that produces html reports of the run
- allow adding custom flags to the command-line interface