<commit_before>"""
Classes representing loss functions.
Currently, these are primarily used to specify the objective function for the
SGD and BGD training algorithms.
"""

import functools
import warnings
import logging
from itertools import izip

import theano.tensor as T
from theano.compat.python2x import OrderedDict

from pylearn2.utils import safe_zip
from pylearn2.utils import safe_union
from pylearn2.space import CompositeSpace, NullSpace
from pylearn2.utils.data_specs import DataSpecsMapping

logger = logging.getLogger('cost')<commit_msg>fixed module name for logger<commit_after>"""
Classes representing loss functions.
Currently, these are primarily used to specify the objective function for the
SGD and BGD training algorithms.
"""

import functools
import warnings
import logging
from itertools import izip

import theano.tensor as T
from theano.compat.python2x import OrderedDict

from pylearn2.utils import safe_zip
from pylearn2.utils import safe_union
from pylearn2.space import CompositeSpace, NullSpace
from pylearn2.utils.data_specs import DataSpecsMapping

logger = logging.getLogger('costs.cost')
{'fraction_non_alphanumeric': 0.048975957257346395, 'fraction_numerical': 0.008904719501335707, 'mean_word_length': 6.205128205128205, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '7211626', 'n_tokens_mistral': 312, 'n_tokens_neox': 311, 'n_words': 121}