Tools for simulation and data analysis workflow management
Philip Guo summarized the problem quite well in Burrito. Are there any modern solutions to this problem ?
A nice collection of all tools provided by @pditommaso. Some subset worth trying out.
So far Sumatra/noworkflow/recipy/WorldMake appear to care most about provenance tracking; nextflow appears to be a very promising upgrade to gnu make for containerized data science pipelines.
Also, a nice example of a reproducible workflow but any real project is likely to be far more complicated.
Updates: New tools for running computational experiments.