<commit_before>import os
import numpy
import cPickle
import progressbar
from collections import OrderedDict

import numpy
import theano
import theano.tensor as T
from theano.ifelse import ifelse

from yann.utils.dataset import create_shared_memory_dataset
from yann.utils.dataset import check_type

class module(object):
    """
    Prototype for what a layer should look like. Every layer should inherit from this.
    """<commit_msg>Why progresbar here in modules?<commit_after>import os
import numpy
import cPickle
from collections import OrderedDict

import numpy
import theano
import theano.tensor as T
from theano.ifelse import ifelse

from yann.utils.dataset import create_shared_memory_dataset
from yann.utils.dataset import check_type

class module(object):
    """
    Prototype for what a layer should look like. Every layer should inherit from this.
    """
{'fraction_non_alphanumeric': 0.047180667433831994, 'fraction_numerical': 0.0, 'mean_word_length': 4.918367346938775, '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': '4899470', 'n_tokens_mistral': 238, 'n_tokens_neox': 235, 'n_words': 98}