Module Import alias identifier ImportFrom alias ClassDef bases NameLoad body Pass decorator_list ClassDef bases NameLoad body FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam defaults Num Num body Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr ListComp SubscriptLoad AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index Num attr Index Num comprehension NameStore AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Call NameLoad AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr ListComp AttributeLoad NameLoad attr comprehension NameStore AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Call NameLoad AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Num Assign AttributeStore NameLoad attr ListLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr BinOpAdd NameLoad Num Assign AttributeStore NameLoad attr Call NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Num Assign AttributeStore NameLoad attr Num Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr TupleLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr ListComp AttributeLoad NameLoad attr comprehension NameStore AttributeLoad NameLoad attr Assign TupleStore NameStore NameStore AttributeLoad AttributeLoad NameLoad attr attr Assert CompareGt NameLoad BinOpMult AttributeLoad NameLoad attr AttributeLoad NameLoad attr BinOpMod Str BinOpMult AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Slice BinOpSub NameLoad BinOpMod NameLoad BinOpMult AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign TupleStore AttributeStore NameLoad attr AttributeStore NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr TupleLoad BinOpDiv AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign TupleStore AttributeStore NameLoad attr AttributeStore NameLoad attr AttributeStore NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Assign AttributeStore NameLoad attr BinOpDiv AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr BinOpDiv AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Dict decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore BinOpMult AttributeLoad NameLoad attr AttributeLoad NameLoad attr If CompareGtE AttributeLoad NameLoad attr AttributeLoad NameLoad attr body Assign AttributeStore NameLoad attr Num Assign NameStore Num If CompareIn AttributeLoad NameLoad attr AttributeLoad NameLoad attr body Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index AttributeLoad NameLoad attr AugAssignAdd AttributeStore NameLoad attr Num Return NameLoad Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Slice NameLoad BinOpAdd NameLoad AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr TupleLoad SubscriptLoad AttributeLoad NameLoad attr Index Num AttributeLoad NameLoad attr AttributeLoad NameLoad attr For NameStore Call NameLoad AttributeLoad NameLoad attr body For NameStore Call NameLoad AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index TupleLoad NameLoad NameLoad Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr ListComp Call AttributeLoad NameLoad attr NameLoad comprehension TupleStore NameStore NameStore Call NameLoad AttributeLoad NameLoad attr NameLoad Assign SubscriptStore NameLoad Index TupleLoad NameLoad NameLoad NameLoad Assign NameStore SubscriptLoad NameLoad ExtSlice Slice Slice Num Slice Assign NameStore SubscriptLoad NameLoad ExtSlice Slice Slice Num Slice SubscriptLoad AttributeLoad NameLoad attr Index Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Num Num AugAssignAdd AttributeStore NameLoad attr Num Return TupleLoad NameLoad NameLoad decorator_list decorator_list
N/A N/A numpy np scipy sparse Batcher N/A object N/A N/A N/A WindowedBatcher N/A object N/A __init__ N/A N/A self sequences encodings batch_size sequence_length N/A 100 50 N/A N/A N/A self sequences sequences N/A N/A self pre_vector_sizes N/A N/A N/A N/A N/A c seq N/A 0 shape N/A 0 N/A c N/A self sequences N/A N/A self pre_vector_size N/A sum N/A self pre_vector_sizes N/A N/A self encodings encodings N/A N/A self vocab_sizes N/A N/A c index N/A c N/A self encodings N/A N/A self vocab_size N/A sum N/A self vocab_sizes N/A N/A self batch_index 0 N/A N/A self batches N/A N/A N/A self batch_size batch_size N/A N/A self sequence_length N/A sequence_length 1 N/A N/A self length N/A len N/A N/A self sequences N/A 0 N/A N/A self batch_index 0 N/A N/A self X N/A N/A np zeros N/A N/A self length N/A self pre_vector_size N/A N/A self X N/A N/A np hstack N/A N/A c seq N/A c N/A self sequences N/A N/A N D N/A N/A self X shape N/A N/A N N/A N/A self batch_size N/A self sequence_length N/A File has to be at least %u characters N/A N/A self batch_size N/A self sequence_length N/A N/A self X N/A N/A self X N/A N/A N N/A N N/A N/A self batch_size N/A self sequence_length N/A N/A N/A self N N/A self D N/A N/A self X shape N/A N/A self X N/A N/A N/A self X reshape N/A N/A N/A self N N/A self sequence_length N/A self sequence_length N/A self D N/A N/A N/A self N N/A self S N/A self D N/A N/A self X shape N/A N/A self num_sequences N/A N/A self N N/A self sequence_length N/A N/A self num_batches N/A N/A self N N/A self batch_size N/A N/A self batch_cache N/A N/A next_batch N/A N/A self N/A N/A N/A idx N/A N/A self batch_index N/A self batch_size N/A N/A N/A self batch_index N/A self num_batches N/A N/A N/A self batch_index 0 N/A idx 0 N/A N/A N/A self batch_index N/A self batch_cache N/A N/A batch N/A N/A self batch_cache N/A N/A self batch_index N/A N/A self batch_index 1 N/A batch N/A X N/A N/A self X N/A idx N/A idx N/A self batch_size N/A y N/A N/A np zeros N/A N/A N/A X shape N/A 0 N/A self sequence_length N/A self vocab_size N/A i N/A xrange N/A self batch_size N/A N/A c N/A xrange N/A self sequence_length N/A N/A seq_splits N/A N/A np split N/A X N/A N/A i c N/A N/A np cumsum N/A self pre_vector_sizes N/A vec N/A N/A np concatenate N/A N/A N/A e convert_representation split N/A N/A e split N/A zip N/A self encodings seq_splits N/A N/A y N/A N/A i c vec N/A X N/A y N/A N/A N/A -1 N/A N/A y N/A y N/A N/A N/A 1 N/A N/A N/A self vocab_sizes N/A 0 N/A X N/A N/A np swapaxes X 0 1 N/A y N/A N/A np swapaxes y 0 1 N/A N/A self batch_index 1 N/A N/A X y N/A N/A