Module ImportFrom alias Import alias Import alias Import alias ImportFrom alias alias Import alias identifier ImportFrom alias alias alias ImportFrom alias Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr attr Str ClassDef bases AttributeLoad NameLoad attr body Assign NameStore NameLoad Assign NameStore NameLoad Assign NameStore ListLoad Str Str Str FunctionDef arguments args NameParam defaults body For TupleStore NameStore NameStore ListLoad TupleLoad TupleLoad Num Num Num Num TupleLoad Num Num TupleLoad TupleLoad Num Num Num Num TupleLoad Num Num TupleLoad TupleLoad Num Num Num Num TupleLoad Num Num TupleLoad TupleLoad Num Num Num Num TupleLoad Num Num body For NameStore ListLoad Str Str body For NameStore AttributeLoad NameLoad attr body Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad keyword NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad ListLoad Call NameLoad NameLoad NameLoad keyword NameLoad keyword AttributeLoad NameLoad attr Assign NameStore Call NameLoad Assign NameStore Call NameLoad ListLoad Call NameLoad NameLoad NameLoad AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr Assert Call NameLoad ListComp Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword NameLoad Call NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore TupleLoad Num Num Num Num For NameStore AttributeLoad NameLoad attr body Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad keyword NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num For NameStore ListLoad Str Str body Assign NameStore Call NameLoad ListLoad Call NameLoad NameLoad NameLoad keyword NameLoad keyword AttributeLoad NameLoad attr Assert Call NameLoad ListComp Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore Call NameLoad Assert Call AttributeLoad NameLoad attr NameLoad ListLoad ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num Assign NameStore Call NameLoad ListLoad Call NameLoad NameLoad NameLoad AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword NameLoad Call NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore TupleLoad Num Num Num Num For NameStore AttributeLoad NameLoad attr body Assign NameStore Call NameLoad Call AttributeLoad NameLoad attr Call AttributeLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad attr NameLoad keyword NameLoad Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num For NameStore ListLoad Str Str body Assign NameStore Call NameLoad ListLoad Call NameLoad NameLoad NameLoad NameLoad keyword NameLoad keyword AttributeLoad NameLoad attr Assign NameStore Call NameLoad Assert CompareIn AttributeLoad NameLoad attr ListComp Call NameLoad AttributeLoad NameLoad attr comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assert Call AttributeLoad NameLoad attr NameLoad ListLoad ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore TupleLoad Num Num Num Num For NameStore AttributeLoad NameLoad attr body Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad keyword NameLoad attr NameLoad For NameStore ListLoad TupleLoad Num Num TupleLoad Num Num body Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad ListLoad Call NameLoad NameLoad NameLoad keyword AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call NameLoad ListLoad Call NameLoad NameLoad NameLoad keyword Str keyword AttributeLoad NameLoad attr Assert CompareIn AttributeLoad NameLoad attr ListComp Call NameLoad AttributeLoad NameLoad attr comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Expr Call NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore ListLoad ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num Assign NameStore ListLoad ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num Assign NameStore ListLoad ListLoad Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Assign NameStore ListLoad ListLoad Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Assign NameStore ListLoad ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num Assign NameStore ListLoad ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num ListLoad Num Num Num Num Num Num Num Num Num For TupleStore NameStore TupleStore NameStore NameStore NameStore NameStore Call NameLoad ListLoad ListLoad TupleLoad Num Num Num Num TupleLoad Num Num TupleLoad Num Num NameLoad ListLoad TupleLoad Num Num Num Num TupleLoad Num Num TupleLoad Num Num NameLoad ListLoad TupleLoad Num Num Num Num TupleLoad Num Num TupleLoad Num Num NameLoad ListLoad TupleLoad Num Num Num Num TupleLoad Num Num TupleLoad Num Num NameLoad ListLoad TupleLoad Num Num Num Num TupleLoad Num Num TupleLoad Num Num NameLoad ListLoad TupleLoad Num Num Num Num TupleLoad Num Num TupleLoad Num Num NameLoad ListLoad TupleLoad Num Num Num Num TupleLoad Num Num TupleLoad Num Num NameLoad ListLoad TupleLoad Num Num Num Num TupleLoad Num Num TupleLoad Num Num NameLoad body For NameStore AttributeLoad NameLoad attr body Assign NameStore Call NameLoad Call AttributeLoad NameLoad attr Call AttributeLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad attr NameLoad keyword NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad ListLoad Call NameLoad NameLoad NameLoad NameLoad keyword Str keyword AttributeLoad NameLoad attr Assign NameStore Call NameLoad If CompareGt AttributeLoad NameLoad attr Num body For NameStore Call NameLoad BinOpMult SubscriptLoad NameLoad Index Num SubscriptLoad NameLoad Index Num body Assert Call AttributeLoad NameLoad attr SubscriptLoad NameLoad ExtSlice Slice BinOpMult NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Num BinOpMult BinOpAdd NameLoad Num SubscriptLoad AttributeLoad NameLoad attr Index Num Slice BinOpAdd NameLoad BinOpMult Num NameLoad Str Assert CompareIn AttributeLoad NameLoad attr ListComp Call NameLoad AttributeLoad NameLoad attr comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore TupleLoad Num Num Num Num For NameStore AttributeLoad NameLoad attr body Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad keyword NameLoad attr NameLoad For NameStore ListLoad TupleLoad Num Num TupleLoad Num Num body Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad ListLoad Call NameLoad NameLoad NameLoad keyword Str keyword AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad NameLoad For NameStore ListLoad TupleLoad Num Num Num Num TupleLoad Num Num Num Num body Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num Assign NameStore Call NameLoad ListLoad Call NameLoad NameLoad NameLoad keyword Str keyword AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore TupleLoad Num Num Num Num Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num Assign NameStore Call NameLoad ListLoad Call NameLoad NameLoad NameLoad keyword Str keyword AttributeLoad NameLoad attr Expr Call NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore TupleLoad Num Num Num Num Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad attr Str FunctionDef arguments args NameParam defaults body Return Call NameLoad NameLoad TupleLoad Num Num keyword Str decorator_list Expr Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr NameLoad ListLoad NameLoad keyword AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore TupleLoad Num Num Num Num Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad attr Str FunctionDef arguments args NameParam defaults body Return Call NameLoad NameLoad TupleLoad Num Num decorator_list Expr Call AttributeLoad NameLoad attr NameLoad ListLoad NameLoad keyword AttributeLoad NameLoad attr keyword Num FunctionDef arguments args NameParam defaults body Return Call NameLoad NameLoad TupleLoad Num Num TupleLoad Num Num decorator_list Expr Call AttributeLoad NameLoad attr NameLoad ListLoad NameLoad keyword AttributeLoad NameLoad attr keyword Num FunctionDef arguments args NameParam defaults body Return Call NameLoad NameLoad TupleLoad Num Num TupleLoad Num Num decorator_list Expr Call AttributeLoad NameLoad attr NameLoad ListLoad NameLoad keyword AttributeLoad NameLoad attr keyword Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore TupleLoad Num Num Num Num Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad attr Str FunctionDef arguments args NameParam defaults body Return Call NameLoad NameLoad TupleLoad Num Num keyword Str decorator_list Expr Call AttributeLoad NameLoad attr NameLoad ListLoad NameLoad keyword AttributeLoad NameLoad attr keyword Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num FunctionDef arguments args NameParam defaults body Return Call NameLoad NameLoad TupleLoad Num Num TupleLoad Num Num Num Num decorator_list Expr Call AttributeLoad NameLoad attr NameLoad ListLoad NameLoad keyword AttributeLoad NameLoad attr keyword Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore TupleLoad Num Num Num Num Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad keyword Str attr NameLoad FunctionDef arguments args NameParam defaults body Return Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Call NameLoad NameLoad TupleLoad Num Num keyword Str keyword ListLoad Num Num decorator_list Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad Call AttributeLoad NameLoad attr Call NameLoad NameLoad TupleLoad Num Num keyword Str keyword AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore TupleLoad Num Num Num Num Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad keyword Str attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num Assign NameStore Call NameLoad ListLoad Call NameLoad NameLoad NameLoad keyword AttributeLoad NameLoad attr For NameStore Call NameLoad Num body Expr Call NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore TupleLoad Num Num Num Num Assign NameStore Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad keyword Str attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num Assign NameStore Call NameLoad ListLoad Call NameLoad NameLoad NameLoad keyword Str keyword AttributeLoad NameLoad attr For NameStore Call NameLoad Num body Expr Call NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore TupleLoad Num Num Num Num Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call NameLoad NameLoad keyword TupleLoad Num Num keyword Str ListLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call NameLoad NameLoad keyword TupleLoad Num Num keyword Str ListLoad NameLoad NameLoad Assign NameStore TupleLoad Num Num Num Num Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call NameLoad NameLoad keyword TupleLoad Num Num keyword Str ListLoad NameLoad NameLoad Assign NameStore TupleLoad Num Num Num Num Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call NameLoad NameLoad keyword TupleLoad Num Num keyword Str ListLoad NameLoad NameLoad Assign NameStore TupleLoad Num Num Num Num Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call NameLoad NameLoad keyword TupleLoad Num Num keyword Str ListLoad NameLoad NameLoad Assign NameStore TupleLoad Num Num Num Num Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad ListLoad Call NameLoad NameLoad keyword TupleLoad Num Num keyword Str ListLoad NameLoad NameLoad decorator_list decorator_list If CompareEq NameLoad Str body Expr Call AttributeLoad NameLoad attr
N/A nose.plugins.skip SkipTest N/A numpy N/A unittest N/A theano theano shared function N/A theano.tensor T theano.tensor.nnet.neighbours images2neibs neibs2images Images2Neibs theano.tests unittest_tools N/A mode_without_gpu N/A N/A N/A N/A N/A N/A theano compile mode get_default_mode excluding gpu T_Images2Neibs N/A N/A unittest_tools InferShapeTester N/A N/A mode mode_without_gpu N/A op Images2Neibs N/A dtypes N/A int64 float32 float64 test_neibs N/A N/A self N/A N/A N/A N/A shape pshape N/A N/A N/A 10 7 18 18 N/A 2 2 N/A N/A 10 7 6 18 N/A 3 2 N/A N/A 5 7 66 66 N/A 33 33 N/A N/A 5 7 68 66 N/A 34 33 N/A N/A border N/A valid ignore_borders N/A N/A dtype N/A self dtypes N/A N/A images N/A shared N/A N/A N/A N/A numpy arange N/A N/A numpy prod shape dtype dtype reshape shape N/A neib_shape N/A N/A T as_tensor_variable pshape N/A f N/A function N/A N/A images2neibs images neib_shape mode border mode N/A self mode N/A neibs N/A f N/A g N/A function N/A N/A neibs2images neibs neib_shape N/A images shape mode N/A self mode N/A N/A any N/A N/A isinstance N/A node op N/A self op N/A node N/A N/A N/A N/A f maker fgraph toposort N/A N/A N/A numpy allclose N/A N/A images get_value borrow True N/A g N/A test_neibs_manual N/A N/A self N/A N/A N/A shape N/A 2 3 4 4 N/A dtype N/A self dtypes N/A N/A images N/A shared N/A N/A N/A N/A numpy arange N/A N/A numpy prod shape dtype dtype reshape shape N/A neib_shape N/A N/A T as_tensor_variable N/A 2 2 N/A border N/A valid ignore_borders N/A N/A f N/A function N/A N/A images2neibs images neib_shape mode border mode N/A self mode N/A N/A any N/A N/A isinstance N/A node op N/A self op N/A node N/A N/A N/A N/A f maker fgraph toposort N/A neibs N/A f N/A N/A N/A numpy allclose neibs N/A N/A 0 1 4 5 N/A 2 3 6 7 N/A 8 9 12 13 N/A 10 11 14 15 N/A 16 17 20 21 N/A 18 19 22 23 N/A 24 25 28 29 N/A 26 27 30 31 N/A 32 33 36 37 N/A 34 35 38 39 N/A 40 41 44 45 N/A 42 43 46 47 N/A 48 49 52 53 N/A 50 51 54 55 N/A 56 57 60 61 N/A 58 59 62 63 N/A 64 65 68 69 N/A 66 67 70 71 N/A 72 73 76 77 N/A 74 75 78 79 N/A 80 81 84 85 N/A 82 83 86 87 N/A 88 89 92 93 N/A 90 91 94 95 N/A g N/A function N/A N/A neibs2images neibs neib_shape N/A images shape mode N/A self mode N/A N/A N/A numpy allclose N/A N/A images get_value borrow True N/A g N/A test_neibs_manual_step N/A N/A self N/A N/A N/A shape N/A 2 3 5 5 N/A dtype N/A self dtypes N/A N/A images N/A shared N/A N/A numpy asarray N/A N/A N/A N/A numpy arange N/A N/A numpy prod shape reshape shape dtype dtype N/A neib_shape N/A N/A T as_tensor_variable N/A 3 3 N/A neib_step N/A N/A T as_tensor_variable N/A 2 2 N/A border N/A valid ignore_borders N/A N/A f N/A function N/A N/A images2neibs images neib_shape neib_step mode border mode N/A self mode N/A neibs N/A f N/A N/A N/A self op N/A N/A type N/A node op N/A node N/A N/A N/A N/A f maker fgraph toposort N/A N/A N/A numpy allclose neibs N/A N/A 0 1 2 5 6 7 10 11 12 N/A 2 3 4 7 8 9 12 13 14 N/A 10 11 12 15 16 17 20 21 22 N/A 12 13 14 17 18 19 22 23 24 N/A 25 26 27 30 31 32 35 36 37 N/A 27 28 29 32 33 34 37 38 39 N/A 35 36 37 40 41 42 45 46 47 N/A 37 38 39 42 43 44 47 48 49 N/A 50 51 52 55 56 57 60 61 62 N/A 52 53 54 57 58 59 62 63 64 N/A 60 61 62 65 66 67 70 71 72 N/A 62 63 64 67 68 69 72 73 74 N/A 75 76 77 80 81 82 85 86 87 N/A 77 78 79 82 83 84 87 88 89 N/A 85 86 87 90 91 92 95 96 97 N/A 87 88 89 92 93 94 97 98 99 N/A 100 101 102 105 106 107 110 111 112 N/A 102 103 104 107 108 109 112 113 114 N/A 110 111 112 115 116 117 120 121 122 N/A 112 113 114 117 118 119 122 123 124 N/A 125 126 127 130 131 132 135 136 137 N/A 127 128 129 132 133 134 137 138 139 N/A 135 136 137 140 141 142 145 146 147 N/A 137 138 139 142 143 144 147 148 149 N/A test_neibs_bad_shape N/A N/A self N/A N/A N/A shape N/A 2 3 10 10 N/A dtype N/A self dtypes N/A N/A images N/A shared N/A N/A N/A N/A numpy arange N/A N/A numpy prod shape dtype dtype reshape shape N/A neib_shape N/A N/A 3 2 N/A 2 3 N/A N/A neib_shape N/A N/A T as_tensor_variable neib_shape N/A f N/A function N/A N/A images2neibs images neib_shape mode N/A self mode N/A N/A N/A self assertRaises TypeError f N/A f N/A function N/A N/A images2neibs images neib_shape mode ignore_borders mode N/A self mode N/A N/A N/A self op N/A N/A type N/A node op N/A node N/A N/A N/A N/A f maker fgraph toposort N/A N/A f N/A test_neibs_wrap_centered_step_manual N/A N/A self N/A N/A N/A expected1 N/A N/A 24 20 21 4 0 1 9 5 6 N/A 21 22 23 1 2 3 6 7 8 N/A 23 24 20 3 4 0 8 9 5 N/A 9 5 6 14 10 11 19 15 16 N/A 6 7 8 11 12 13 16 17 18 N/A 8 9 5 13 14 10 18 19 15 N/A 19 15 16 24 20 21 4 0 1 N/A 16 17 18 21 22 23 1 2 3 N/A 18 19 15 23 24 20 3 4 0 N/A expected2 N/A N/A 24 20 21 4 0 1 9 5 6 N/A 22 23 24 2 3 4 7 8 9 N/A 14 10 11 19 15 16 24 20 21 N/A 12 13 14 17 18 19 22 23 24 N/A expected3 N/A N/A 19 15 16 24 20 21 4 0 1 9 5 6 14 10 11 N/A 17 18 19 22 23 24 2 3 4 7 8 9 12 13 14 N/A 9 5 6 14 10 11 19 15 16 24 20 21 4 0 1 N/A 7 8 9 12 13 14 17 18 19 22 23 24 2 3 4 N/A expected4 N/A N/A 23 24 20 21 22 3 4 0 1 2 8 9 5 6 7 N/A 21 22 23 24 20 1 2 3 4 0 6 7 8 9 5 N/A 13 14 10 11 12 18 19 15 16 17 23 24 20 21 22 N/A 11 12 13 14 10 16 17 18 19 15 21 22 23 24 20 N/A expected5 N/A N/A 24 20 21 4 0 1 9 5 6 N/A 22 23 24 2 3 4 7 8 9 N/A 9 5 6 14 10 11 19 15 16 N/A 7 8 9 12 13 14 17 18 19 N/A 19 15 16 24 20 21 4 0 1 N/A 17 18 19 22 23 24 2 3 4 N/A expected6 N/A N/A 24 20 21 4 0 1 9 5 6 N/A 21 22 23 1 2 3 6 7 8 N/A 23 24 20 3 4 0 8 9 5 N/A 14 10 11 19 15 16 24 20 21 N/A 11 12 13 16 17 18 21 22 23 N/A 13 14 10 18 19 15 23 24 20 N/A N/A shp_idx N/A shape neib_shape neib_step expected N/A enumerate N/A N/A N/A 7 8 5 5 N/A 3 3 N/A 2 2 expected1 N/A N/A 7 8 5 5 N/A 3 3 N/A 3 3 expected2 N/A N/A 7 8 5 5 N/A 5 3 N/A 3 3 expected3 N/A N/A 7 8 5 5 N/A 3 5 N/A 3 3 expected4 N/A N/A 80 90 5 5 N/A 3 3 N/A 2 3 expected5 N/A N/A 1025 9 5 5 N/A 3 3 N/A 3 2 expected6 N/A N/A 1 1 5 1035 N/A 3 3 N/A 3 3 None N/A N/A 1 1 1045 5 N/A 3 3 N/A 3 3 None N/A N/A dtype N/A self dtypes N/A N/A images N/A shared N/A N/A numpy asarray N/A N/A N/A N/A numpy arange N/A N/A numpy prod shape reshape shape dtype dtype N/A neib_shape N/A N/A T as_tensor_variable neib_shape N/A neib_step N/A N/A T as_tensor_variable neib_step N/A expected N/A N/A numpy asarray expected N/A f N/A function N/A N/A images2neibs images neib_shape neib_step mode wrap_centered mode N/A self mode N/A neibs N/A f N/A N/A N/A expected size 1 N/A N/A i N/A range N/A N/A shape N/A 0 N/A shape N/A 1 N/A N/A N/A N/A numpy allclose N/A neibs N/A N/A N/A i N/A N/A expected shape N/A 0 N/A N/A i 1 N/A N/A expected shape N/A 0 N/A N/A expected N/A 25 i wrap_centered N/A N/A N/A self op N/A N/A type N/A node op N/A node N/A N/A N/A N/A f maker fgraph toposort N/A test_neibs_bad_shape_wrap_centered N/A N/A self N/A N/A N/A shape N/A 2 3 10 10 N/A dtype N/A self dtypes N/A N/A images N/A shared N/A N/A N/A N/A numpy arange N/A N/A numpy prod shape dtype dtype reshape shape N/A neib_shape N/A N/A 3 2 N/A 2 3 N/A N/A neib_shape N/A N/A T as_tensor_variable neib_shape N/A f N/A function N/A N/A images2neibs images neib_shape mode wrap_centered mode N/A self mode N/A N/A N/A self assertRaises TypeError f N/A shape N/A N/A 2 3 2 3 N/A 2 3 3 2 N/A N/A images N/A shared N/A N/A N/A N/A numpy arange N/A N/A numpy prod shape reshape shape N/A neib_shape N/A N/A T as_tensor_variable N/A 3 3 N/A f N/A function N/A N/A images2neibs images neib_shape mode wrap_centered mode N/A self mode N/A N/A N/A self assertRaises TypeError f N/A shape N/A 2 3 3 3 N/A images N/A shared N/A N/A N/A N/A numpy arange N/A N/A numpy prod shape reshape shape N/A neib_shape N/A N/A T as_tensor_variable N/A 3 3 N/A f N/A function N/A N/A images2neibs images neib_shape mode wrap_centered mode N/A self mode N/A N/A f N/A test_grad_wrap_centered N/A N/A self N/A N/A N/A shape N/A 2 3 6 6 N/A images_val N/A N/A N/A N/A N/A numpy random rand shape astype float32 fn N/A N/A images N/A N/A N/A N/A images2neibs images N/A 3 3 mode wrap_centered N/A N/A N/A N/A self assertRaises TypeError N/A unittest_tools verify_grad fn N/A images_val mode N/A self mode N/A test_grad_valid N/A N/A self N/A N/A N/A shape N/A 2 3 6 6 N/A images_val N/A N/A N/A N/A N/A numpy random rand shape astype float32 fn N/A N/A images N/A N/A N/A N/A images2neibs images N/A 2 2 N/A N/A N/A N/A unittest_tools verify_grad fn N/A images_val mode N/A self mode eps 0.1 fn N/A N/A images N/A N/A N/A N/A images2neibs images N/A 3 2 N/A 1 2 N/A N/A N/A N/A unittest_tools verify_grad fn N/A images_val mode N/A self mode eps 0.1 fn N/A N/A images N/A N/A N/A N/A images2neibs images N/A 1 2 N/A 5 2 N/A N/A N/A N/A unittest_tools verify_grad fn N/A images_val mode N/A self mode eps 0.1 N/A test_grad_ignore_border N/A N/A self N/A N/A N/A shape N/A 2 3 5 5 N/A images_val N/A N/A N/A N/A N/A numpy random rand shape astype float32 fn N/A N/A images N/A N/A N/A N/A images2neibs images N/A 2 2 mode ignore_borders N/A N/A N/A N/A unittest_tools verify_grad fn N/A images_val mode N/A self mode eps 0.1 N/A test_neibs2images_grad N/A N/A self N/A N/A N/A neibs_val N/A N/A N/A numpy random rand 150 4 fn N/A N/A neibs N/A N/A N/A N/A neibs2images neibs N/A 2 2 N/A 2 3 10 10 N/A N/A N/A N/A unittest_tools verify_grad fn N/A neibs_val mode N/A self mode eps 0.1 N/A test_neibs_valid_with_inconsistent_borders N/A N/A self N/A N/A N/A shape N/A 2 3 5 5 N/A images N/A N/A T dtensor4 N/A images_val N/A N/A N/A N/A numpy arange N/A N/A numpy prod shape dtype float32 reshape shape fn N/A N/A images N/A N/A N/A N/A N/A T sum N/A N/A T sqr N/A images2neibs images N/A 2 2 mode valid axis N/A 0 1 N/A N/A f N/A N/A theano function N/A images N/A N/A T sqr N/A images2neibs images N/A 2 2 mode valid mode N/A self mode N/A N/A N/A self assertRaises TypeError f images_val N/A speed_neibs N/A N/A self N/A N/A N/A shape N/A 100 40 18 18 N/A images N/A shared N/A N/A N/A N/A numpy arange N/A N/A numpy prod shape dtype float32 reshape shape N/A neib_shape N/A N/A T as_tensor_variable N/A 3 3 N/A f N/A function N/A N/A images2neibs images neib_shape mode N/A self mode N/A i N/A range 1000 N/A N/A N/A f N/A speed_neibs_wrap_centered N/A N/A self N/A N/A N/A shape N/A 100 40 18 18 N/A images N/A shared N/A N/A N/A N/A numpy arange N/A N/A numpy prod shape dtype float32 reshape shape N/A neib_shape N/A N/A T as_tensor_variable N/A 3 3 N/A f N/A function N/A N/A images2neibs images neib_shape mode wrap_centered mode N/A self mode N/A i N/A range 1000 N/A N/A N/A f N/A test_infer_shape N/A N/A self N/A N/A N/A shape N/A 100 40 6 3 N/A images N/A N/A N/A N/A numpy ones shape astype float32 N/A x N/A N/A T ftensor4 N/A f N/A N/A self _compile_and_check N/A x N/A N/A images2neibs x neib_shape N/A 2 1 mode valid N/A images Images2Neibs N/A f N/A N/A self _compile_and_check N/A x N/A N/A images2neibs x neib_shape N/A 2 3 mode valid N/A images Images2Neibs N/A shape N/A 100 40 5 4 N/A images N/A N/A N/A N/A numpy ones shape astype float32 N/A x N/A N/A T ftensor4 N/A f N/A N/A self _compile_and_check N/A x N/A N/A images2neibs x neib_shape N/A 2 1 mode ignore_borders N/A images Images2Neibs N/A shape N/A 100 40 5 3 N/A images N/A N/A N/A N/A numpy ones shape astype float32 N/A x N/A N/A T ftensor4 N/A f N/A N/A self _compile_and_check N/A x N/A N/A images2neibs x neib_shape N/A 2 3 mode ignore_borders N/A images Images2Neibs N/A shape N/A 100 40 6 7 N/A images N/A N/A N/A N/A numpy ones shape astype float32 N/A x N/A N/A T ftensor4 N/A f N/A N/A self _compile_and_check N/A x N/A N/A images2neibs x neib_shape N/A 2 2 mode ignore_borders N/A images Images2Neibs N/A shape N/A 100 40 5 10 N/A images N/A N/A N/A N/A numpy ones shape astype float32 N/A x N/A N/A T ftensor4 N/A f N/A N/A self _compile_and_check N/A x N/A N/A images2neibs x neib_shape N/A 3 3 mode wrap_centered N/A images Images2Neibs N/A N/A N/A N/A __name__ __main__ N/A N/A N/A N/A unittest main