本文整理匯總了Python中utils.read_datasets方法的典型用法代碼示例。如果您正苦於以下問題：Python utils.read_datasets方法的具體用法？Python utils.read_datasets怎麽用？Python utils.read_datasets使用的例子？那麽, 這裏精選的方法代碼示例或許可以為您提供幫助。您也可以進一步了解該方法所在類utils的用法示例。
在下文中一共展示了utils.read_datasets方法的1個代碼示例，這些例子默認根據受歡迎程度排序。您可以為喜歡或者感覺有用的代碼點讚，您的評價將有助於係統推薦出更棒的Python代碼示例。
示例1: load_datasets
# 需要導入模塊: import utils [as 別名]
# 或者: from utils import read_datasets [as 別名]
def load_datasets(data_dir, data_filename_stem):
"""Load the datasets from a specified directory.
Example files look like
>data_dir/my_dataset_first_day
>data_dir/my_dataset_second_day
If my_dataset (filename) stem is in the directory, the read routine will try
and load it. The datasets dictionary will then look like
dataset['first_day'] -> (first day data dictionary)
dataset['second_day'] -> (first day data dictionary)
Args:
data_dir: The directory from which to load the datasets.
data_filename_stem: The stem of the filename for the datasets.
Returns:
datasets: a dataset dictionary, with one name->data dictionary pair for
each dataset file.
"""
print("Reading data from ", data_dir)
datasets = utils.read_datasets(data_dir, data_filename_stem)
for k, data_dict in datasets.items():
datasets[k] = clean_data_dict(data_dict)
train_total_size = len(data_dict['train_data'])
if train_total_size == 0:
print("Did not load training set.")
else:
print("Found training set with number examples: ", train_total_size)
valid_total_size = len(data_dict['valid_data'])
if valid_total_size == 0:
print("Did not load validation set.")
else:
print("Found validation set with number examples: ", valid_total_size)
return datasets