<commit_before>"""
from
"Generalizing Pooling Functions in Convolutional Neural Networks: Mixed,
Gated, and Tree"
http://arxiv.org/abs/1509.08985
"""

import toolz
import theano
import theano.tensor as T<commit_msg>add comment re: 2/3D<commit_after>"""
from
"Generalizing Pooling Functions in Convolutional Neural Networks: Mixed,
Gated, and Tree"
http://arxiv.org/abs/1509.08985

NOTE: currently uses DnnPoolNode to work for 2D and 3D
"""

import toolz
import theano
import theano.tensor as T
{'fraction_non_alphanumeric': 0.09533468559837728, 'fraction_numerical': 0.04462474645030426, 'mean_word_length': 5.5, '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': '4877633', 'n_tokens_mistral': 188, 'n_tokens_neox': 159, 'n_words': 56}