BeamSearch algorithm for Web Analytics

To run this:

• Install the dependencies from requirements.txt.
• From the main directory (containing requirements.txt and README.md) open up a python shell.
• Run the following:

>>> from beamsearch import *
>>> from loaders.load_tsv import *
>>> data = load_processed_data()
>>> search = BeamSearch(metric=ttest, width=10, depth=2, q=20)
>>> results = search.search(data)

The results will be a list, with each item containing the measurement, the size of the subgroups and the descriptor conditions defining the subgroup.