Module Import alias identifier ImportFrom alias alias alias ImportFrom alias ImportFrom alias ImportFrom alias alias alias alias alias alias alias ImportFrom alias Assign NameStore Call AttributeLoad NameLoad attr ListLoad ListLoad Num Num ListLoad Num Num ListLoad Num Num ListLoad Num Num ListLoad Num Num ListLoad Num Num ListLoad Num Num ListLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad ListLoad Num Num ListLoad Num Num ListLoad Num Num ListLoad Num Num ListLoad Num Num ListLoad Num Num ListLoad Num Num ListLoad Num Num FunctionDef arguments args defaults body Assign NameStore Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num NameLoad Assign NameStore Call AttributeLoad NameLoad attr Num Num Expr Call NameLoad NameLoad NameLoad For NameStore Call NameLoad NameLoad body Expr Call NameLoad SubscriptLoad NameLoad ExtSlice Ellipsis Index NameLoad NameLoad decorator_list FunctionDef arguments args defaults body For NameStore TupleLoad Str Str Str Str body Expr Call NameLoad NameLoad SubscriptLoad NameLoad ExtSlice Slice Num Slice SubscriptLoad NameLoad ExtSlice Slice Num Slice Expr Call NameLoad NameLoad NameLoad Str SubscriptLoad NameLoad ExtSlice Slice Num Slice SubscriptLoad NameLoad ExtSlice Slice Num Slice decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad keyword TupleLoad Num Num keyword Num Expr Call NameLoad Call NameLoad NameLoad Call NameLoad NameLoad AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Str SubscriptLoad NameLoad ExtSlice Slice Num Slice SubscriptLoad NameLoad ExtSlice Slice Num Slice Expr Call NameLoad Call NameLoad SubscriptLoad NameLoad ExtSlice Slice Num Slice SubscriptLoad NameLoad ExtSlice Slice Num Slice Expr Call NameLoad SubscriptLoad AttributeLoad NameLoad attr Index TupleLoad Num Num SubscriptLoad AttributeLoad NameLoad attr Index TupleLoad Num Num Expr Call NameLoad SubscriptLoad AttributeLoad NameLoad attr Index TupleLoad Num Num UnaryOpUSub SubscriptLoad AttributeLoad NameLoad attr Index TupleLoad Num Num Assign NameStore Call NameLoad Str NameLoad NameLoad Expr Call NameLoad Call AttributeLoad NameLoad attr Call NameLoad NameLoad NameLoad Expr Call NameLoad SubscriptLoad AttributeLoad NameLoad attr Index TupleLoad Num Num SubscriptLoad AttributeLoad NameLoad attr Index TupleLoad Num Num Expr Call NameLoad SubscriptLoad AttributeLoad NameLoad attr Index TupleLoad Num Num UnaryOpUSub SubscriptLoad AttributeLoad NameLoad attr Index TupleLoad Num Num Assign NameStore Call NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Num Assign NameStore Num Assign NameStore TupleLoad Num Num Assign NameStore Call NameLoad keyword NameLoad keyword NameLoad keyword NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad AttributeLoad NameLoad attr Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Assign NameStore Num Assign NameStore Num Assign NameStore TupleLoad Num Num Assign NameStore Call NameLoad keyword NameLoad keyword NameLoad keyword NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Assign NameStore Num Assign NameStore BinOpDiv AttributeLoad NameLoad attr Num Assign NameStore TupleLoad Num Num Assign NameStore Call NameLoad keyword NameLoad keyword NameLoad keyword NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Str SubscriptLoad NameLoad ExtSlice Slice Num Slice SubscriptLoad NameLoad ExtSlice Slice Num Slice Expr Call NameLoad Call NameLoad SubscriptLoad NameLoad ExtSlice Slice Num Slice SubscriptLoad NameLoad ExtSlice Slice Num Slice Assign NameStore Call NameLoad Str NameLoad NameLoad Expr Call NameLoad Call AttributeLoad NameLoad attr Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore TupleLoad Num Num Assign NameStore Num Assign NameStore Num Assign NameStore TupleLoad Num Num Assign NameStore Call NameLoad keyword NameLoad keyword NameLoad keyword NameLoad keyword NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad AttributeLoad NameLoad attr Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad Call NameLoad NameLoad NameLoad Expr Call NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Str SubscriptLoad NameLoad ExtSlice Slice Num Slice SubscriptLoad NameLoad ExtSlice Slice Num Slice Expr Call NameLoad Call NameLoad SubscriptLoad NameLoad ExtSlice Slice Num Slice SubscriptLoad NameLoad ExtSlice Slice Num Slice Assign NameStore Call NameLoad Str NameLoad NameLoad Expr Call NameLoad Call AttributeLoad NameLoad attr Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Str NameLoad NameLoad Assign NameStore Call NameLoad AttributeLoad NameLoad attr Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Str NameLoad NameLoad keyword Num Expr Call NameLoad Call NameLoad NameLoad NameLoad Num Assign NameStore Call NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad keyword Num Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Str NameLoad NameLoad keyword Num Assign NameStore Call NameLoad AttributeLoad NameLoad attr Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Str NameLoad NameLoad Assign NameStore Call NameLoad Str NameLoad NameLoad keyword Num Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Expr Call NameLoad NameLoad AttributeLoad Call NameLoad attr Num decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad keyword Num keyword Num Assign NameStore Call NameLoad keyword Num keyword Num Assign NameStore Call NameLoad keyword BinOpPow Num Num keyword BinOpAdd Num Num Assign NameStore BinOpAdd NameLoad NameLoad Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call NameLoad keyword TupleLoad Num Num keyword Num Assign NameStore Call NameLoad keyword Num keyword Num Assign NameStore Call NameLoad keyword BinOpPow Num Num keyword BinOpAdd Num Num Assign NameStore BinOpAdd NameLoad NameLoad Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assert CompareEq AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad keyword TupleLoad Num Num keyword Num Expr Call NameLoad AttributeLoad BinOpAdd NameLoad AttributeLoad NameLoad attr attr Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Assign NameStore Call NameLoad Expr Call NameLoad NameLoad AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Expr Call NameLoad NameLoad NameLoad Num Expr Call NameLoad NameLoad AttributeLoad NameLoad attr Num Expr Call NameLoad NameLoad AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body Expr Call NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr TupleLoad Num Num Expr Call NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr TupleLoad Num Num Expr Call NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr TupleLoad Num Num Expr Call NameLoad NameLoad NameLoad keyword Call AttributeLoad NameLoad attr TupleLoad Num Num keyword Num Expr Call NameLoad NameLoad NameLoad keyword Call AttributeLoad NameLoad attr TupleLoad Num Num keyword Num Expr Call NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr TupleLoad Num Num decorator_list FunctionDef arguments args defaults body Assign NameStore NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num Assign NameStore Call NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assert Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list If CompareEq NameLoad Str body ImportFrom alias Expr Call NameLoad
N/A N/A numpy np numpy.testing assert_equal assert_almost_equal assert_raises skimage.transform._geometric _stackcopy skimage.transform._geometric GeometricTransform skimage.transform estimate_transform matrix_transform SimilarityTransform AffineTransform ProjectiveTransform PolynomialTransform PiecewiseAffineTransform skimage._shared._warnings expected_warnings N/A SRC N/A N/A np array N/A N/A -12.3705 -10.5075 N/A -10.7865 15.4305 N/A 8.6985 10.8675 N/A 11.4975 -9.5715 N/A 7.8435 7.4835 N/A -5.3325 6.5025 N/A 6.7905 -6.3765 N/A -6.1695 -0.8235 N/A DST N/A N/A np array N/A N/A 0 0 N/A 0 5800 N/A 4900 5800 N/A 4900 0 N/A 4479 4580 N/A 1176 3660 N/A 3754 790 N/A 1024 1931 test_stackcopy N/A N/A N/A N/A N/A layers 4 N/A x N/A N/A np empty N/A 3 3 layers N/A y N/A N/A np eye 3 3 N/A N/A _stackcopy x y N/A i N/A range layers N/A N/A N/A assert_almost_equal N/A x N/A N/A N/A i y N/A test_estimate_transform N/A N/A N/A N/A N/A tform N/A similarity affine projective polynomial N/A N/A N/A estimate_transform tform N/A SRC N/A N/A 2 N/A N/A DST N/A N/A 2 N/A N/A N/A assert_raises ValueError estimate_transform foobar N/A SRC N/A N/A 2 N/A N/A DST N/A N/A 2 N/A N/A test_matrix_transform N/A N/A N/A N/A N/A tform N/A AffineTransform scale N/A 0.1 0.5 rotation 2 N/A N/A assert_equal N/A tform SRC N/A matrix_transform SRC N/A tform params N/A test_similarity_estimation N/A N/A N/A N/A N/A tform N/A estimate_transform similarity N/A SRC N/A N/A 2 N/A N/A DST N/A N/A 2 N/A N/A N/A assert_almost_equal N/A tform N/A SRC N/A N/A 2 N/A N/A DST N/A N/A 2 N/A N/A N/A assert_equal N/A N/A tform params N/A N/A 0 0 N/A N/A tform params N/A N/A 1 1 N/A N/A assert_equal N/A N/A tform params N/A N/A 0 1 N/A N/A N/A tform params N/A N/A 1 0 N/A tform2 N/A estimate_transform similarity SRC DST N/A N/A assert_almost_equal N/A N/A tform2 inverse N/A tform2 SRC SRC N/A N/A assert_equal N/A N/A tform2 params N/A N/A 0 0 N/A N/A tform2 params N/A N/A 1 1 N/A N/A assert_equal N/A N/A tform2 params N/A N/A 0 1 N/A N/A N/A tform2 params N/A N/A 1 0 N/A tform3 N/A SimilarityTransform N/A N/A N/A tform3 estimate SRC DST N/A N/A assert_almost_equal N/A tform3 params N/A tform2 params N/A test_similarity_init N/A N/A N/A N/A N/A scale 0.1 N/A rotation 1 N/A translation N/A 1 1 N/A tform N/A SimilarityTransform scale scale rotation rotation translation translation N/A N/A assert_almost_equal N/A tform scale scale N/A N/A assert_almost_equal N/A tform rotation rotation N/A N/A assert_almost_equal N/A tform translation translation N/A tform2 N/A SimilarityTransform N/A tform params N/A N/A assert_almost_equal N/A tform2 scale scale N/A N/A assert_almost_equal N/A tform2 rotation rotation N/A N/A assert_almost_equal N/A tform2 translation translation N/A scale 0.1 N/A rotation 0 N/A translation N/A 1 1 N/A tform N/A SimilarityTransform scale scale rotation rotation translation translation N/A N/A assert_almost_equal N/A tform scale scale N/A N/A assert_almost_equal N/A tform rotation rotation N/A N/A assert_almost_equal N/A tform translation translation N/A scale 0.1 N/A rotation N/A N/A np pi 2 N/A translation N/A 1 1 N/A tform N/A SimilarityTransform scale scale rotation rotation translation translation N/A N/A assert_almost_equal N/A tform scale scale N/A N/A assert_almost_equal N/A tform rotation rotation N/A N/A assert_almost_equal N/A tform translation translation N/A test_affine_estimation N/A N/A N/A N/A N/A tform N/A estimate_transform affine N/A SRC N/A N/A 3 N/A N/A DST N/A N/A 3 N/A N/A N/A assert_almost_equal N/A tform N/A SRC N/A N/A 3 N/A N/A DST N/A N/A 3 N/A N/A tform2 N/A estimate_transform affine SRC DST N/A N/A assert_almost_equal N/A N/A tform2 inverse N/A tform2 SRC SRC N/A tform3 N/A AffineTransform N/A N/A N/A tform3 estimate SRC DST N/A N/A assert_almost_equal N/A tform3 params N/A tform2 params N/A test_affine_init N/A N/A N/A N/A N/A scale N/A 0.1 0.13 N/A rotation 1 N/A shear 0.1 N/A translation N/A 1 1 N/A tform N/A AffineTransform scale scale rotation rotation shear shear translation translation N/A N/A assert_almost_equal N/A tform scale scale N/A N/A assert_almost_equal N/A tform rotation rotation N/A N/A assert_almost_equal N/A tform shear shear N/A N/A assert_almost_equal N/A tform translation translation N/A tform2 N/A AffineTransform N/A tform params N/A N/A assert_almost_equal N/A tform2 scale scale N/A N/A assert_almost_equal N/A tform2 rotation rotation N/A N/A assert_almost_equal N/A tform2 shear shear N/A N/A assert_almost_equal N/A tform2 translation translation N/A test_piecewise_affine N/A N/A N/A N/A N/A tform N/A PiecewiseAffineTransform N/A N/A N/A tform estimate SRC DST N/A N/A assert_almost_equal N/A tform SRC DST N/A N/A assert_almost_equal N/A N/A tform inverse DST SRC N/A test_projective_estimation N/A N/A N/A N/A N/A tform N/A estimate_transform projective N/A SRC N/A N/A 4 N/A N/A DST N/A N/A 4 N/A N/A N/A assert_almost_equal N/A tform N/A SRC N/A N/A 4 N/A N/A DST N/A N/A 4 N/A N/A tform2 N/A estimate_transform projective SRC DST N/A N/A assert_almost_equal N/A N/A tform2 inverse N/A tform2 SRC SRC N/A tform3 N/A ProjectiveTransform N/A N/A N/A tform3 estimate SRC DST N/A N/A assert_almost_equal N/A tform3 params N/A tform2 params N/A test_projective_init N/A N/A N/A N/A N/A tform N/A estimate_transform projective SRC DST N/A tform2 N/A ProjectiveTransform N/A tform params N/A N/A assert_almost_equal N/A tform2 params N/A tform params N/A test_polynomial_estimation N/A N/A N/A N/A N/A tform N/A estimate_transform polynomial SRC DST order 10 N/A N/A assert_almost_equal N/A tform SRC DST 6 N/A tform2 N/A PolynomialTransform N/A N/A N/A tform2 estimate SRC DST order 10 N/A N/A assert_almost_equal N/A tform2 params N/A tform params N/A test_polynomial_init N/A N/A N/A N/A N/A tform N/A estimate_transform polynomial SRC DST order 10 N/A tform2 N/A PolynomialTransform N/A tform params N/A N/A assert_almost_equal N/A tform2 params N/A tform params N/A test_polynomial_default_order N/A N/A N/A N/A N/A tform N/A estimate_transform polynomial SRC DST N/A tform2 N/A estimate_transform polynomial SRC DST order 2 N/A N/A assert_almost_equal N/A tform2 params N/A tform params N/A test_polynomial_inverse N/A N/A N/A N/A N/A N/A assert_raises Exception N/A N/A PolynomialTransform inverse 0 N/A test_union N/A N/A N/A N/A N/A tform1 N/A SimilarityTransform scale 0.1 rotation 0.3 N/A tform2 N/A SimilarityTransform scale 0.1 rotation 0.9 N/A tform3 N/A SimilarityTransform scale N/A 0.1 2 rotation N/A 0.3 0.9 N/A tform N/A tform1 tform2 N/A N/A assert_almost_equal N/A tform params N/A tform3 params N/A tform1 N/A AffineTransform scale N/A 0.1 0.1 rotation 0.3 N/A tform2 N/A SimilarityTransform scale 0.1 rotation 0.9 N/A tform3 N/A SimilarityTransform scale N/A 0.1 2 rotation N/A 0.3 0.9 N/A tform N/A tform1 tform2 N/A N/A assert_almost_equal N/A tform params N/A tform3 params N/A N/A N/A tform __class__ ProjectiveTransform N/A tform N/A AffineTransform scale N/A 0.1 0.1 rotation 0.3 N/A N/A assert_almost_equal N/A N/A tform N/A tform inverse params N/A N/A np eye 3 N/A test_union_differing_types N/A N/A N/A N/A N/A tform1 N/A SimilarityTransform N/A tform2 N/A PolynomialTransform N/A N/A assert_raises TypeError N/A tform1 __add__ tform2 N/A test_geometric_tform N/A N/A N/A N/A N/A tform N/A GeometricTransform N/A N/A assert_raises NotImplementedError tform 0 N/A N/A assert_raises NotImplementedError N/A tform inverse 0 N/A N/A assert_raises NotImplementedError N/A tform __add__ 0 N/A test_invalid_input N/A N/A N/A N/A N/A N/A assert_raises ValueError ProjectiveTransform N/A N/A np zeros N/A 2 3 N/A N/A assert_raises ValueError AffineTransform N/A N/A np zeros N/A 2 3 N/A N/A assert_raises ValueError SimilarityTransform N/A N/A np zeros N/A 2 3 N/A N/A assert_raises ValueError AffineTransform matrix N/A N/A np zeros N/A 2 3 scale 1 N/A N/A assert_raises ValueError SimilarityTransform matrix N/A N/A np zeros N/A 2 3 scale 1 N/A N/A assert_raises ValueError PolynomialTransform N/A N/A np zeros N/A 3 3 N/A test_degenerate N/A N/A N/A N/A N/A src dst N/A N/A np zeros N/A 10 2 N/A tform N/A SimilarityTransform N/A N/A N/A tform estimate src dst N/A N/A N/A np all N/A N/A np isnan N/A tform params N/A tform N/A AffineTransform N/A N/A N/A tform estimate src dst N/A N/A N/A np all N/A N/A np isnan N/A tform params N/A tform N/A ProjectiveTransform N/A N/A N/A tform estimate src dst N/A N/A N/A np all N/A N/A np isnan N/A tform params N/A N/A N/A __name__ __main__ N/A numpy.testing run_module_suite N/A N/A run_module_suite