I often want to run small "experiment code" many times with different inputs, but don't like wrapping everything in a big framework to do it. So I wrote a littl

I often want to run small "experiment code" many times with different inputs, but don't like wrapping everything in a big framework to do it. So I wrote a little tool that calls any command-line program multiple times with different inputs according to a template and a search strategy [1]. Another upside is that most parameter search programs seem to assume you want either grid search (which is hideously inefficient for large search spaces) or bayesian optimization (which can be overkill and comes with its own caveats). I wanted to make it easy to use quasirandom search [2], which is basically always the right choice for small searches where you just want to understand the parameter space better. [1] https://github.com/maxwells-daemons/argsearch https://github.com/maxwells-daemons/argsearch [2] https://en.wikipedia.org/wiki/Low-discrepancy_sequence https://en.wikipedia.org/wiki/Low-discrepancy_sequence