Abstract¶
We present a toolchain for computational research consisting of
Sacred and two supporting tools. Sacred is an open source Python framework
which aims to provide basic infrastructure for running computational
experiments independent of the methods and libraries used. Instead, it focuses
on solving universal everyday problems, such as managing configurations,
reproducing results, and bookkeeping. Moreover, it provides an extensible
basis for other tools, two of which we present here: Labwatch helps with
tuning hyperparameters, and Sacredboard provides a web-dashboard for
organizing and analyzing runs and results.
