brunal

#!/usr/bin/env python3
from collections import defaultdict
import random


FINAL_STATE = 'FINAL_STATE'
FINAL_STATE_SPACED = ' {} '.format(FINAL_STATE)


def get_corpus():

brunal

import ctypes
import ctypes.util


class GioURI(object):
    """Use gio URI function g_file_get_uri. Paths must be utf-8 encoded.
    """
    name = "GIO"

    def __init__(self):

brunal

import csv
from collections import Counter
from operator import itemgetter
from matplotlib import rcParams
import matplotlib.pyplot as plt

rcParams.update({'figure.autolayout': True})


answers_2013 = {"written_python2": (4660, 119),

brunal

"""Allow {}-style logging on python 2 and 3

Provide everything the "logging" module does, the only difference is that when
getLogger(name) instantiates a logger that logger uses {}-style formatting.

It can be named logging if it is inside a package (e.g. foo.logging), otherwise
name it any way you like.

It requires special hacks for python 2.6 due to logging.Logger being an old-
style class and having no loggerClass attribute.

brunal

from sys import argv


def fast():
    from numpy.random import uniform
    return uniform(0.0, 1.0, 1000000)


def slow():
    from random import uniform

brunal

from cvxopt import matrix, sparse, spmatrix
import cvxopt.lapack
import picos


class MarkovChain():

    def __init__(self, columns, target):
        n = len(target)
        l = len(columns)