paramsurvey

paramsurvey is a set of tools for creating and executing parameter surveys.

paramsurvey has a pluggable parallel backend. The supported backends at present are python's multiprocessing module, and computing cluster software ray. An mpi backend is planned.

Example

import paramsurvey
from paramsurvey.examples import sleep_worker

paramsurvey.init(backend='multiprocessing')  # or 'ray', if you installed it

psets = [{'duration': 0.3}] * 5

results = paramsurvey.map(sleep_worker, psets, verbose=2)

for r in results:
    print(repr(r))

prints, in addition to some debugging output, a result from each of the 5 sleep_worker calls.

Philosophy

Installing

$ pip install paramsurvey
$ pip install paramsurvey[ray]

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