Module ImportFrom alias Import alias identifier Import alias ImportFrom alias ImportFrom alias ImportFrom alias identifier ImportFrom alias ImportFrom alias FunctionDef arguments args defaults body Expr Str decorator_list If CompareNotEq Call NameLoad AttributeLoad NameLoad attr Num body Expr Call NameLoad Expr Call NameLoad Str Expr Call NameLoad Num Assign TupleStore NameStore NameStore NameStore AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad BinOpAdd BinOpAdd Str NameLoad Str Assign NameStore ListLoad For NameStore Call NameLoad Num body Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr BinOpAdd BinOpAdd BinOpAdd NameLoad Str Call NameLoad NameLoad Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword Num Delete NameDel Assign NameStore Call NameLoad Str Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Assign NameStore Call NameLoad BinOpAdd BinOpAdd Str NameLoad Str FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num keyword Str For NameStore Call NameLoad Num body Assign NameStore Call NameLoad BinOpAdd BinOpAdd BinOpAdd BinOpAdd BinOpAdd NameLoad Str Call NameLoad NameLoad Str Call NameLoad NameLoad Str Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr For NameStore NameLoad body If CompareIn NameLoad NameLoad body Assign SubscriptStore NameLoad Index TupleLoad NameLoad Call AttributeLoad NameLoad attr NameLoad Num Return NameLoad decorator_list Assign TupleStore NameStore NameStore ListLoad Call NameLoad Num Call NameLoad Num Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index Num attr keyword NameLoad keyword NameLoad Assign NameStore Call AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index Num attr keyword NameLoad keyword NameLoad Assign NameStore Call NameLoad ListLoad NameLoad NameLoad NameLoad CompareLt NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad NameLoad Assign NameStore Call NameLoad Str Str For NameStore Call NameLoad Num body Expr Call AttributeLoad NameLoad attr BinOpAdd Call NameLoad SubscriptLoad NameLoad Index NameLoad Str Expr Call AttributeLoad NameLoad attr
N/A __future__ print_function N/A numpy np N/A sys theano.compat.six.moves xrange theano function theano tensor T pylearn2.utils serial pylearn2.utils.string_utils preprocess usage N/A N/A N/A N/A N/A 
Run
python make_submission.py <model> <test set>
where <test set> is public_test or private_test
(private_test will be released 72 hours before the end of the contest)
 N/A N/A N/A N/A len N/A sys argv 3 N/A N/A N/A usage N/A N/A print (You used the wrong number of arguments) N/A N/A quit -1 N/A N/A _ model_path test_set N/A sys argv N/A model N/A N/A serial load model_path N/A features_dir N/A preprocess N/A N/A ${PYLEARN2_DATA_PATH}/icml_2013_multimodal/ test_set _layer_2_features N/A vectors N/A N/A i N/A xrange 500 N/A N/A N/A N/A vectors append N/A N/A serial load N/A N/A N/A features_dir / N/A str i .npy N/A features N/A N/A np concatenate vectors axis 0 N/A vectors N/A f N/A open wordlist.txt N/A wordlist N/A N/A f readlines N/A N/A N/A f close N/A options_dir N/A preprocess N/A N/A ${PYLEARN2_DATA_PATH}/icml_2013_multimodal/ test_set _options load_options N/A N/A option N/A N/A N/A rval N/A N/A np zeros N/A 500 4000 dtype float32 N/A i N/A xrange 500 N/A N/A f N/A open N/A N/A N/A N/A N/A options_dir / N/A str i .option_ N/A str option .desc N/A l N/A N/A f readlines N/A N/A N/A f close N/A w l N/A N/A N/A w wordlist N/A N/A N/A rval N/A N/A i N/A N/A wordlist index w 1 N/A rval N/A N/A N/A option_0 option_1 N/A N/A load_options 0 N/A load_options 1 N/A X N/A N/A T matrix N/A Y0 N/A N/A T matrix N/A Y1 N/A N/A T matrix N/A Y_hat N/A N/A model fprop X N/A cost_0 N/A N/A N/A N/A model layers N/A -1 kl Y Y0 Y_hat Y_hat N/A cost_1 N/A N/A N/A N/A model layers N/A -1 kl Y Y1 Y_hat Y_hat N/A f N/A function N/A X Y0 Y1 N/A cost_1 cost_0 N/A prediction N/A f features option_0 option_1 N/A f N/A open submission.csv w N/A i N/A xrange 500 N/A N/A N/A N/A f write N/A N/A str N/A prediction N/A i N/A N/A N/A f close