5.4.3. Configuration Settings#
Involves documenting parameters and settings that guide the analysis, which is essential for reproducing the same results.
Note
This includes randomness control, i.e., the use and specification of seeds whenever possible.
How?
Declare all configuration parameter separately from your analysis scripts!
Use simple and readable formats (e.g.
.YAMLor.json).Track the configuration files in the same repository as your analysis scripts.
Hint
If you use multiple machines, maintain separate configuration files for each. This way, you avoid manually updating settings in your scripts when switching machines.