Sacred is a tool to help you configure, organize, log and reproduce experiments. It is designed to do all the tedious overhead work that you need to do around your actual experiment in order to:
keep track of all the parameters of your experiment
easily run your experiment for different settings
save configurations for individual runs in a database
Make use of Sacred.