<commit_before>from chainer.functions.activation import sigmoid
from chainer.functions.activation import tanh
from chainer.functions.activation import n_ary_tree_lstm
from chainer.functions.array import concat
from chainer.functions.array import split_axis
from chainer.links.connection import linear

from chainer import cuda
from chainer import link
from chainer import utils
from chainer import variable


class ChildSumTreeLSTM(link.Chain):
    """Child-Sum TreeLSTM unit.<commit_msg>flake8<commit_after>from chainer.functions.activation import n_ary_tree_lstm
from chainer.functions.activation import sigmoid
from chainer.functions.activation import tanh
from chainer.functions.array import concat
from chainer.functions.array import split_axis
from chainer.links.connection import linear

from chainer import cuda
from chainer import link
from chainer import utils
from chainer import variable


class ChildSumTreeLSTM(link.Chain):
    """Child-Sum TreeLSTM unit.
{'fraction_non_alphanumeric': 0.04953560371517028, 'fraction_numerical': 0.0010319917440660474, 'mean_word_length': 6.293233082706767, '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': '4653087', 'n_tokens_mistral': 270, 'n_tokens_neox': 263, 'n_words': 89}