gridsearch.py

import itertools

def dict_product(dicts):
    """
    Cartesian product.
    See https://stackoverflow.com/questions/5228158/cartesian-product-of-a-dictionary-of-lists

    >>> list(dict_product(dict(number=[1,2], character='ab')))
    [{'character': 'a', 'number': 1},
     {'character': 'a', 'number': 2},
     {'character': 'b', 'number': 1},
     {'character': 'b', 'number': 2}]
    """
    return (dict(zip(dicts, x)) for x in itertools.product(*dicts.values()))
    

parameters = {
 'min_count': [1,2,3],
 'size': [5,6,7],
 'seed': [1],
 # other parameters in the format above
}


for parameters_set in dict_product(parameters):
  print('Running experiment with parameters set: ', parameters_set)