Module Expr Str Import alias ImportFrom alias ImportFrom alias alias ImportFrom alias alias alias ImportFrom alias alias alias alias Assign NameStore Call AttributeLoad NameLoad attr NameLoad ClassDef bases NameLoad body Expr Str FunctionDef arguments args NameParam NameParam defaults Str body Assign NameStore TupleLoad Str Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr Str NameLoad Num keyword NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Str AttributeLoad NameLoad attr Return AttributeLoad NameLoad attr decorator_list decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call NameLoad keyword NameLoad Return AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults vararg body Return Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam defaults body Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults Str NameLoad body Assign NameStore Call NameLoad keyword NameLoad keyword NameLoad Return Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam defaults Num body Return Call AttributeLoad NameLoad attr NameLoad keyword NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults NameLoad body Return Call AttributeLoad NameLoad attr NameLoad NameLoad keyword NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults Num Num body Return Call AttributeLoad NameLoad attr NameLoad keyword NameLoad keyword NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam defaults Str NameLoad NameLoad NameLoad body Assign NameStore Call NameLoad keyword NameLoad keyword NameLoad keyword NameLoad keyword NameLoad Return Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults Str Str Str body Raise Call NameLoad Str decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call NameLoad keyword NameLoad keyword NameLoad Expr Call AttributeLoad NameLoad attr Return SubscriptLoad AttributeLoad NameLoad attr Index Str decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call NameLoad keyword NameLoad keyword NameLoad Expr Call AttributeLoad NameLoad attr Return SubscriptLoad AttributeLoad NameLoad attr Index Str decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call NameLoad keyword NameLoad keyword NameLoad Expr Call AttributeLoad NameLoad attr Return SubscriptLoad AttributeLoad NameLoad attr Index Str decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call NameLoad keyword NameLoad Return Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call NameLoad keyword NameLoad keyword NameLoad Return Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call NameLoad keyword NameLoad Return Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call NameLoad keyword NameLoad Return Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call NameLoad keyword NameLoad Return Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call NameLoad keyword NameLoad keyword NameLoad keyword NameLoad Return Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam defaults Str body Expr Call AttributeLoad NameLoad attr Str Assign NameStore Dict Str Str Str Str Str Str Str Str Str Str Str Str Str Dict Str Str Str Str Num Str Str NameLoad Dict Str Str Str Str Num Str Str NameLoad Dict Str Str Str Str Num Str Str NameLoad Dict Str Str Str Str Num Str Str NameLoad Dict Str Str Str Str Num Str Str NameLoad Dict Str Str Str Str Num Str Str NameLoad Dict Str Str Str Str Num Str Str NameLoad Dict Str Str Str Str Num Str Str NameLoad Dict Str Str Str Str Num Str Str NameLoad Dict Str Str Str Str Num Str Str NameLoad Dict Str Str Str Str Num Str Str NameLoad Dict Str Str Str Str Num Str Str NameLoad Dict Str Str Str Str Num Str Str NameLoad Assign NameStore SubscriptLoad NameLoad Index NameLoad Assign NameStore Call NameLoad SubscriptLoad NameLoad Index Str SubscriptLoad NameLoad Index Str SubscriptLoad NameLoad Index Str keyword NameLoad Return Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list
N/A N/A 
Functions used to load commonly available datasets.
 N/A logging neon.data.datasets Dataset neon.data.image MNIST CIFAR10 neon.data.imagecaption Flickr8k Flickr30k Coco neon.data.text PTB Shakespeare IMDB HutterPrize N/A logger N/A N/A logging getLogger __name__ I1Kmeta N/A Dataset N/A N/A 
    Helper class for loading the I1K dataset meta data

    This is not an actual dataset but instead the meta data
    for the I1K data set
     __init__ N/A N/A self path N/A . N/A N/A url N/A https://s3-us-west-1.amazonaws.com/neon-stockdatasets/imagenet N/A N/A N/A N/A super I1Kmeta self __init__ neon_ILSVRC2012_devmeta.zip url 758648 path path N/A load_data N/A N/A self N/A N/A N/A N/A self file_path N/A N/A Dataset load_zip i1kmeta N/A self path N/A N/A self file_path N/A N/A load_i1kmeta N/A N/A path N/A N/A N/A i1kmeta_dataset N/A I1Kmeta path path N/A N/A i1kmeta_dataset file_path N/A _valid_path_append N/A N/A path N/A args N/A N/A N/A N/A Dataset _valid_path_append path args N/A fetch_dataset N/A N/A url sourcefile destfile totalsz N/A N/A N/A N/A N/A Dataset fetch_dataset url sourcefile destfile totalsz N/A load_mnist N/A N/A path normalize N/A . True N/A N/A mnist_dataset N/A MNIST path path normalize normalize N/A N/A N/A mnist_dataset load_data N/A _compute_zca_transform N/A N/A imgs filter_bias N/A 0.1 N/A N/A N/A N/A CIFAR10 _compute_zca_transform imgs filter_bias filter_bias N/A zca_whiten N/A N/A train test cache N/A None N/A N/A N/A N/A CIFAR10 zca_whiten train test cache cache N/A global_contrast_normalize N/A N/A X scale min_divisor N/A 1.0 1e-08 N/A N/A N/A N/A CIFAR10 global_contrast_normalize X scale scale min_divisor min_divisor N/A load_cifar10 N/A N/A path normalize contrast_normalize whiten N/A . True False False N/A N/A cfiar10_dataset N/A CIFAR10 path path normalize normalize contrast_normalize contrast_normalize whiten whiten N/A N/A N/A cfiar10_dataset load_data N/A load_babi N/A N/A path task subset N/A . qa1_single-supporting-fact en N/A N/A N/A NotImplemented load_babi has been removed N/A load_ptb_train N/A N/A path N/A N/A N/A dataset N/A PTB timesteps None path path N/A N/A N/A dataset load_data N/A N/A N/A dataset file_paths N/A train N/A load_ptb_valid N/A N/A path N/A N/A N/A dataset N/A PTB timesteps None path path N/A N/A N/A dataset load_data N/A N/A N/A dataset file_paths N/A valid N/A load_ptb_test N/A N/A path N/A N/A N/A dataset N/A PTB timesteps None path path N/A N/A N/A dataset load_data N/A N/A N/A dataset file_paths N/A test N/A load_hutter_prize N/A N/A path N/A N/A N/A dataset N/A HutterPrize path path N/A N/A N/A dataset load_data N/A load_shakespeare N/A N/A path N/A N/A N/A dataset N/A Shakespeare timesteps None path path N/A N/A N/A dataset load_data N/A load_flickr8k N/A N/A path N/A N/A N/A dataset N/A Flickr8k path path N/A N/A N/A dataset load_data N/A load_flickr30k N/A N/A path N/A N/A N/A dataset N/A Flickr30k path path N/A N/A N/A dataset load_data N/A load_coco N/A N/A path N/A N/A N/A dataset N/A Coco path path N/A N/A N/A dataset load_data N/A load_imdb N/A N/A path N/A N/A N/A dataset N/A IMDB vocab_size None sentence_length None path path N/A N/A N/A dataset load_data N/A load_text N/A N/A dataset path N/A . N/A N/A N/A N/A logger error load_text function is deprecated as is the data_meta dictionary, please use the new Dataset classes or the specific load_ function for the dataset being used. N/A dataset_meta N/A mnist cifar-10 babi ptb-train ptb-valid ptb-test hutter-prize shakespeare flickr8k flickr30k coco i1kmeta imdb N/A size file url func 15296311 mnist.pkl.gz https://s3.amazonaws.com/img-datasets load_mnist N/A size file url func 170498071 cifar-10-python.tar.gz http://www.cs.toronto.edu/~kriz load_cifar10 N/A size file url func 11745123 tasks_1-20_v1-2.tar.gz http://www.thespermwhale.com/jaseweston/babi load_babi N/A size file url func 5101618 ptb.train.txt https://raw.githubusercontent.com/wojzaremba/lstm/master/data load_ptb_train N/A size file url func 399782 ptb.valid.txt https://raw.githubusercontent.com/wojzaremba/lstm/master/data load_ptb_valid N/A size file url func 449945 ptb.test.txt https://raw.githubusercontent.com/wojzaremba/lstm/master/data load_ptb_test N/A size file url func 35012219 enwik8.zip http://mattmahoney.net/dc load_hutter_prize N/A size file url func 4573338 shakespeare_input.txt http://cs.stanford.edu/people/karpathy/char-rnn load_shakespeare N/A size file url func 49165563 flickr8k.zip https://s3-us-west-1.amazonaws.com/neon-stockdatasets/image-caption load_flickr8k N/A size file url func 195267563 flickr30k.zip https://s3-us-west-1.amazonaws.com/neon-stockdatasets/image-caption load_flickr30k N/A size file url func 738051031 coco.zip https://s3-us-west-1.amazonaws.com/neon-stockdatasets/image-caption load_coco N/A size file url func 758648 neon_ILSVRC2012_devmeta.zip https://s3-us-west-1.amazonaws.com/neon-stockdatasets/imagenet load_i1kmeta N/A size file url func 33213513 imdb.pkl https://s3.amazonaws.com/text-datasets load_imdb N/A meta N/A dataset_meta N/A dataset N/A ds N/A Dataset N/A meta N/A file N/A meta N/A url N/A meta N/A size path path N/A N/A N/A ds load_zip N/A ds filename N/A ds size N/A