ConfigObj is a python package that allows you to easily read in configuration files for your code. This facilitates running the same code with differing parameter combinations.
Keepsake is an experiment tracker that helps organize experiment details, performance, and output. It also has built-in capability to interface with Amazon S3 and Google Cloud Storage.