rlmacsween

from collections import Counter

import pandas as pd

df = pd.read_hdf('training.h5')
g = df.groupby('slug')


def get_sample(slug):
    return df.ix[g.groups[slug]]

rlmacsween

def parse_statement(s):
    a, b = s.split(' = ')
    A, x = a[:-1], a[-1]
    B, y = b[:-1], b[-1]
    return (A, x, B, y)


def do_andersen(statements, iterations):
    statements = [parse_statement(s) for s in statements]
    pt = {}