<commit_before>'''@file dblstm.py
contains de DBLSTM class'''

import tensorflow as tf
from nabu.neuralnetworks.classifiers import classifier, layer, activation
from nabu.neuralnetworks import ops


class DBLSTM(classifier.Classifier):
    '''A deep bidirectional LSTM classifier'''

    def _get_outputs(self, inputs, input_seq_length, targets=None,<commit_msg>switched output layer in DBLSTM to new implementation<commit_after>'''@file dblstm.py
contains de DBLSTM class'''

import tensorflow as tf
from nabu.neuralnetworks.classifiers import classifier, layer


class DBLSTM(classifier.Classifier):
    '''A deep bidirectional LSTM classifier'''

    def _get_outputs(self, inputs, input_seq_length, targets=None,
{'fraction_non_alphanumeric': 0.08659217877094973, 'fraction_numerical': 0.0, 'mean_word_length': 6.316326530612245, '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': '5991850', 'n_tokens_mistral': 225, 'n_tokens_neox': 214, 'n_words': 65}