Module ImportFrom alias alias alias Import alias identifier ImportFrom alias ImportFrom alias ImportFrom alias alias Import alias identifier Import alias identifier Import alias identifier Import alias identifier Import alias identifier ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias Import alias identifier Import alias identifier Import alias identifier Import alias Import alias ImportFrom alias Import alias ImportFrom alias Assign NameStore AttributeLoad AttributeLoad NameLoad attr attr ClassDef bases NameLoad body FunctionDef arguments args NameParam NameParam defaults body Assign AttributeStore NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr If CompareEq AttributeLoad AttributeLoad NameLoad attr attr Num body Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr orelse If CompareEq AttributeLoad AttributeLoad NameLoad attr attr Num body Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr orelse If CompareEq AttributeLoad AttributeLoad NameLoad attr attr Num body Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr orelse Raise Call NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign NameStore Call NameLoad keyword NameLoad keyword NameLoad keyword NameLoad keyword NameLoad keyword NameLoad Expr Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Str For NameStore AttributeLoad AttributeLoad NameLoad attr attr body Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign NameStore Call NameLoad keyword NameLoad keyword AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign NameStore Call NameLoad keyword NameLoad keyword AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign NameStore Call NameLoad keyword NameLoad keyword AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Return NameLoad decorator_list decorator_list
N/A jobman DD expand flatten N/A pynet.layer layer pynet.model * pynet.layer * pynet.datasets.mnist Mnist Mnist_Blocks N/A pynet.datasets.spec spec N/A pynet.datasets.mnist mnist N/A pynet.datasets.transfactor tf N/A pynet.datasets.mapping mapping N/A pynet.learning_method learning_methods pynet.learning_rule LearningRule pynet.log Log pynet.train_object TrainObject pynet.cost Cost N/A pynet.datasets.preprocessor preproc N/A pynet.datasets.dataset_noise noisy N/A pynet.layer_noise layer_noise N/A cPickle N/A os hps.models.model AE N/A theano theano.sandbox.cuda.var CudaNdarraySharedVariable N/A floatX N/A N/A theano config floatX Laura_No_Transpose N/A AE N/A __init__ N/A N/A self state N/A N/A N/A N/A self state state N/A run N/A N/A self N/A N/A N/A dataset N/A N/A self build_dataset N/A learning_rule N/A N/A self build_learning_rule N/A learn_method N/A N/A self build_learning_method N/A N/A N/A N/A self state num_layers 1 N/A N/A model N/A N/A self build_one_hid_model_no_transpose N/A N/A dataset feature_size N/A N/A N/A N/A N/A self state num_layers 2 N/A N/A model N/A N/A self build_two_hid_model_no_transpose N/A N/A dataset feature_size N/A N/A N/A N/A N/A self state num_layers 3 N/A N/A model N/A N/A self build_three_hid_model_no_transpose N/A N/A dataset feature_size N/A N/A N/A ValueError N/A database N/A N/A self build_database dataset learning_rule learn_method model N/A log N/A N/A self build_log database N/A N/A dataset log log N/A train_obj N/A TrainObject log log dataset dataset learning_rule learning_rule learning_method learn_method model model N/A N/A N/A train_obj run N/A N/A N/A log info Fine Tuning N/A layer N/A N/A train_obj model layers N/A N/A N/A layer dropout_below None N/A N/A layer noise None N/A N/A N/A train_obj setup N/A N/A N/A train_obj run N/A build_one_hid_model_no_transpose N/A N/A self input_dim N/A N/A N/A model N/A AutoEncoder input_dim input_dim rand_seed N/A N/A N/A self state model rand_seed N/A hidden1 N/A N/A self build_layer N/A N/A self state hidden1 N/A h1_mirror N/A N/A self build_layer N/A N/A self state h1_mirror N/A N/A N/A model add_encode_layer hidden1 N/A N/A N/A model add_decode_layer h1_mirror N/A model N/A build_two_hid_model_no_transpose N/A N/A self input_dim N/A N/A N/A model N/A AutoEncoder input_dim input_dim rand_seed N/A N/A N/A self state model rand_seed N/A hidden1 N/A N/A self build_layer N/A N/A self state hidden1 N/A hidden2 N/A N/A self build_layer N/A N/A self state hidden2 N/A h1_mirror N/A N/A self build_layer N/A N/A self state h1_mirror N/A h2_mirror N/A N/A self build_layer N/A N/A self state h2_mirror N/A N/A N/A model add_encode_layer hidden1 N/A N/A N/A model add_encode_layer hidden2 N/A N/A N/A model add_decode_layer h2_mirror N/A N/A N/A model add_decode_layer h1_mirror N/A model N/A build_three_hid_model_no_transpose N/A N/A self input_dim N/A N/A N/A model N/A AutoEncoder input_dim input_dim rand_seed N/A N/A N/A self state model rand_seed N/A hidden1 N/A N/A self build_layer N/A N/A self state hidden1 N/A hidden2 N/A N/A self build_layer N/A N/A self state hidden2 N/A hidden3 N/A N/A self build_layer N/A N/A self state hidden3 N/A h1_mirror N/A N/A self build_layer N/A N/A self state h1_mirror N/A h2_mirror N/A N/A self build_layer N/A N/A self state h2_mirror N/A h3_mirror N/A N/A self build_layer N/A N/A self state h3_mirror N/A N/A N/A model add_encode_layer hidden1 N/A N/A N/A model add_encode_layer hidden2 N/A N/A N/A model add_encode_layer hidden3 N/A N/A N/A model add_decode_layer h3_mirror N/A N/A N/A model add_decode_layer h2_mirror N/A N/A N/A model add_decode_layer h1_mirror N/A model N/A N/A