<commit_before>import unittest

import numpy as np

import deepchem
from deepchem.data import NumpyDataset
from deepchem.models import GraphConvModel
from deepchem.models import TensorGraph
from deepchem.molnet.load_function.delaney_datasets import load_delaney
from deepchem.models.tensorgraph.layers import ReduceSum, L2Loss
from deepchem.models import WeaveModel<commit_msg>Update test_graph_models.py<commit_after>import unittest

import numpy as np

import deepchem
from deepchem.data import NumpyDataset
from deepchem.models import GraphConvModel
from deepchem.models import TensorGraph
from deepchem.molnet.load_function.delaney_datasets import load_delaney, load_bace
from deepchem.models.tensorgraph.layers import ReduceSum, L2Loss
from deepchem.models import WeaveModel
{'fraction_non_alphanumeric': 0.038510911424903725, 'fraction_numerical': 0.0025673940949935813, 'mean_word_length': 7.478260869565218, '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': '5103702', 'n_tokens_mistral': 225, 'n_tokens_neox': 222, 'n_words': 67}