Module ImportFrom alias Import alias identifier ImportFrom alias Import alias ImportFrom alias ImportFrom alias alias ImportFrom alias FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr BinOpMult Num Num attr TupleLoad Num Num Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr BinOpMult Num Num attr TupleLoad Num Num Assign NameStore Call NameLoad NameLoad Num Num Assign NameStore Call NameLoad NameLoad Num Num Assert CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr BinOpMult Num Num attr TupleLoad Num Num Assign NameStore Call NameLoad NameLoad Num Num Assign NameStore Call NameLoad BinOpMult NameLoad CompareGt NameLoad Num Num Num keyword NameLoad Assert CompareGt Call AttributeLoad NameLoad attr Num Assert UnaryOpNot Call AttributeLoad NameLoad attr CompareEq NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr BinOpMult Num Num attr TupleLoad Num Num For NameStore TupleLoad Num Num Num Num body Assert CompareEq Call AttributeLoad Call NameLoad NameLoad NameLoad Num attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr BinOpMult Num Num attr TupleLoad Num Num For NameStore TupleLoad Num Num Num Num body Assert CompareEq Call AttributeLoad Call NameLoad NameLoad NameLoad Num attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assert CompareEq Call NameLoad Call NameLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Num keyword AttributeLoad NameLoad attr Num Num decorator_list FunctionDef arguments args defaults body Expr Call AttributeLoad AttributeLoad NameLoad attr attr Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr TupleLoad Num Num Assign NameStore Call NameLoad NameLoad Num Num Assert CompareLt Call NameLoad SubscriptLoad Call AttributeLoad NameLoad attr CompareEq NameLoad Num Index Num Num Assert CompareEq Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad Call NameLoad attr Num Assign NameStore Call NameLoad NameLoad Num Num keyword NameLoad Assert CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assert CompareGtE Call AttributeLoad NameLoad attr Num Assert CompareLt Call AttributeLoad NameLoad attr BinOpPow Num Num Assign NameStore Call NameLoad NameLoad Num Num keyword NameLoad Assert CompareEq Call NameLoad AttributeLoad NameLoad attr Num Assert CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call AttributeLoad AttributeLoad NameLoad attr attr Num AugAssignMult NameStore CompareGt Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Num Assign NameStore Call NameLoad NameLoad Num Num keyword NameLoad keyword NameLoad Assert CompareEq Call NameLoad AttributeLoad NameLoad attr Num Assert CompareEq AttributeLoad NameLoad attr BinOpSub AttributeLoad NameLoad attr Call AttributeLoad CompareEq NameLoad Num attr decorator_list FunctionDef arguments args defaults body ImportFrom alias Assert Call AttributeLoad NameLoad attr CompareEq Call NameLoad Call AttributeLoad NameLoad attr TupleLoad Num Num AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr TupleLoad Num Num Expr Call AttributeLoad AttributeLoad NameLoad attr attr Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword TupleLoad Num Num Assign NameStore Call NameLoad NameLoad Assert Call AttributeLoad NameLoad attr CompareEq CompareEq NameLoad Num CompareEq NameLoad Num Assert CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assert Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index CompareEq NameLoad Num Num Assert Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index CompareEq NameLoad Num Num Assert Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index CompareEq NameLoad Num Num Assert Call AttributeLoad NameLoad attr CompareEq SubscriptLoad NameLoad Index CompareEq NameLoad Num Num Assert Call AttributeLoad NameLoad attr CompareEq Call NameLoad ListLoad Num ListLoad Num decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr BinOpMult BinOpMult Num Num Num attr TupleLoad Num Num Num Expr Call NameLoad NameLoad Num Num decorator_list Call NameLoad NameLoad FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr keyword TupleLoad Num Num AugAssignMult NameStore Num Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr For TupleStore NameStore NameStore ListLoad TupleLoad Num Num TupleLoad Num Num TupleLoad Num Num TupleLoad Num Num TupleLoad Num Num body Assert CompareEq Call NameLoad Call NameLoad NameLoad NameLoad NameLoad Call NameLoad Call NameLoad NameLoad NameLoad decorator_list
N/A nose.tools raises N/A numpy np mahotas.features _lbp N/A mahotas.thresholding mahotas.features lbp mahotas.features.lbp lbp_transform lbp_names mahotas.tests.utils luispedro_jpg test_shape N/A N/A N/A N/A N/A A N/A N/A N/A N/A np arange N/A 32 32 reshape N/A 32 32 N/A B N/A N/A N/A N/A np arange N/A 64 64 reshape N/A 64 64 N/A features0 N/A lbp A 3 12 N/A features1 N/A lbp B 3 12 N/A N/A N/A features0 shape N/A features1 shape N/A test_nonzero N/A N/A N/A N/A N/A A N/A N/A N/A N/A np arange N/A 32 32 reshape N/A 32 32 N/A features N/A lbp A 3 12 N/A features_ignore_zeros N/A lbp N/A A N/A A 256 3 12 ignore_zeros True N/A N/A N/A N/A features sum 0 N/A N/A N/A N/A np all N/A features features_ignore_zeros N/A test_histogram N/A N/A N/A N/A N/A A N/A N/A N/A N/A np arange N/A 32 32 reshape N/A 32 32 N/A r N/A 2 3 4 5 N/A N/A N/A N/A N/A N/A lbp A r 8 sum N/A A size N/A test_histogram_large N/A N/A N/A N/A N/A A N/A N/A N/A N/A np arange N/A 32 32 reshape N/A 32 32 N/A r N/A 2 3 4 5 N/A N/A N/A N/A N/A N/A lbp A r 12 sum N/A A size N/A test_map N/A N/A N/A N/A N/A N/A N/A len N/A set N/A N/A _lbp map N/A N/A np arange 256 dtype N/A np uint32 8 36 N/A test_positives N/A N/A N/A N/A N/A N/A N/A N/A np random seed 23 N/A f N/A N/A N/A np random random_sample N/A 256 256 N/A lbps N/A lbp f 4 8 N/A N/A N/A len N/A N/A N/A np where N/A lbps 0 N/A 0 2 N/A N/A N/A N/A lbps sum N/A f size N/A test_lbp_transform N/A N/A N/A N/A N/A im N/A N/A N/A luispedro_jpg max 2 N/A transformed N/A lbp_transform im 8 4 preserve_shape True N/A N/A N/A transformed shape N/A im shape N/A N/A N/A N/A transformed min 0 N/A N/A N/A N/A transformed max N/A 2 4 N/A transformed N/A lbp_transform im 8 4 preserve_shape False N/A N/A N/A len N/A transformed shape 1 N/A N/A N/A transformed size N/A im size N/A N/A N/A N/A np random seed 234 N/A im N/A N/A N/A N/A np random random N/A im shape 0.1 N/A transformed N/A lbp_transform im 8 4 preserve_shape False ignore_zeros True N/A N/A N/A len N/A transformed shape 1 N/A N/A N/A transformed size N/A N/A im size N/A N/A N/A im 0 sum N/A test_count_binary1s N/A N/A N/A N/A mahotas.features.lbp count_binary1s N/A N/A N/A np all N/A N/A count_binary1s N/A N/A np zeros N/A 23 23 N/A np uint8 N/A N/A np zeros N/A 23 23 N/A N/A N/A N/A np random seed 3499 N/A arr N/A N/A N/A np random randint 45 size N/A 23 23 N/A c N/A count_binary1s arr N/A N/A N/A np all N/A N/A c 0 N/A arr 0 N/A N/A N/A c shape N/A arr shape N/A N/A N/A np all N/A N/A c N/A N/A arr 5 2 N/A N/A N/A np all N/A N/A c N/A N/A arr 7 3 N/A N/A N/A np all N/A N/A c N/A N/A arr 8 1 N/A N/A N/A np all N/A N/A c N/A N/A arr 32 1 N/A N/A N/A np all N/A N/A count_binary1s N/A 128 N/A 1 N/A test_lbp_3d N/A N/A N/A N/A N/A im N/A N/A N/A N/A np arange N/A N/A 10 20 3 reshape N/A 10 20 3 N/A N/A lbp_transform im 1 8 N/A N/A raises ValueError test_lbp_names N/A N/A N/A N/A N/A f N/A N/A N/A np random random size N/A 64 72 N/A f 255 N/A f N/A N/A f astype N/A np uint8 N/A N/A radius points N/A N/A 8 6 N/A 8 8 N/A 6 6 N/A 8 4 N/A 12 6 N/A N/A N/A N/A len N/A lbp f radius points N/A len N/A lbp_names radius points N/A