Module Import alias identifier ImportFrom alias alias ImportFrom alias alias alias ImportFrom alias ImportFrom alias FunctionDef arguments args defaults body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assert Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad Assert Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assert Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad Assert Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assert Call NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assert Call NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assert Call NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assert Call NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad ListLoad Num Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assert Call NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad ListLoad Num Num Assign NameStore Call NameLoad ListLoad NameLoad Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assert Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad Num Num Assign NameStore Call NameLoad ListLoad Num Num Assign NameStore Call NameLoad ListLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assert Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad Num Num Assign NameStore Call NameLoad ListLoad Num Num Assign NameStore Call NameLoad ListLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assert Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad Num Num Assign NameStore Call NameLoad ListLoad Num Num Assign NameStore Call NameLoad ListLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assert Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad Num Num Assign NameStore Call NameLoad ListLoad Num Num Assign NameStore Call NameLoad ListLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assert Call AttributeLoad NameLoad attr CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call NameLoad ListLoad Num Num Assign NameStore Call NameLoad ListLoad Num Num Assign NameStore Call NameLoad ListLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assert Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list
N/A N/A numpy np menpo.shape PointCloud TriMesh menpo.transform TransformChain Translation Scale menpo.transform.thinplatesplines ThinPlateSplines menpo.transform.piecewiseaffine PiecewiseAffine chain_tps_before_tps_test N/A N/A N/A N/A N/A a N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A b N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A tps_one N/A ThinPlateSplines a b N/A tps_two N/A ThinPlateSplines b a N/A chain N/A N/A tps_one compose_before tps_two N/A N/A isinstance chain TransformChain N/A points N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A chain_res N/A N/A chain apply points N/A manual_res N/A N/A tps_two apply N/A N/A tps_one apply points N/A N/A N/A np all N/A N/A chain_res points N/A manual_res points N/A chain_tps_after_tps_test N/A N/A N/A N/A N/A a N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A b N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A tps_one N/A ThinPlateSplines a b N/A tps_two N/A ThinPlateSplines b a N/A chain N/A N/A tps_one compose_after tps_two N/A N/A isinstance chain TransformChain N/A points N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A chain_res N/A N/A chain apply points N/A manual_res N/A N/A tps_one apply N/A N/A tps_two apply points N/A N/A N/A np all N/A N/A chain_res points N/A manual_res points N/A chain_pwa_before_tps_test N/A N/A N/A N/A N/A a_tm N/A TriMesh N/A N/A N/A np random random N/A 10 2 N/A b N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A pwa N/A PiecewiseAffine a_tm b N/A tps N/A ThinPlateSplines b a_tm N/A chain N/A N/A pwa compose_before tps N/A N/A isinstance chain TransformChain N/A chain_pwa_after_tps_test N/A N/A N/A N/A N/A a_tm N/A TriMesh N/A N/A N/A np random random N/A 10 2 N/A b N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A pwa N/A PiecewiseAffine a_tm b N/A tps N/A ThinPlateSplines b a_tm N/A chain N/A N/A pwa compose_after tps N/A N/A isinstance chain TransformChain N/A chain_tps_before_pwa_test N/A N/A N/A N/A N/A a_tm N/A TriMesh N/A N/A N/A np random random N/A 10 2 N/A b N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A pwa N/A PiecewiseAffine a_tm b N/A tps N/A ThinPlateSplines b a_tm N/A chain N/A N/A tps compose_before pwa N/A N/A isinstance chain TransformChain N/A chain_tps_after_pwa_test N/A N/A N/A N/A N/A a_tm N/A TriMesh N/A N/A N/A np random random N/A 10 2 N/A b N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A pwa N/A PiecewiseAffine a_tm b N/A tps N/A ThinPlateSplines b a_tm N/A chain N/A N/A tps compose_after pwa N/A N/A isinstance chain TransformChain N/A compose_tps_after_translation_test N/A N/A N/A N/A N/A a N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A b N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A t N/A Translation N/A 3 4 N/A tps N/A ThinPlateSplines a b N/A chain N/A N/A tps compose_after t N/A N/A isinstance chain TransformChain N/A manual_no_op_chain_test N/A N/A N/A N/A N/A points N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A t N/A Translation N/A 3 4 N/A chain N/A TransformChain N/A t N/A N/A t pseudoinverse N/A points_applied N/A N/A chain apply points N/A N/A N/A np allclose N/A points_applied points N/A points points N/A chain_compose_before_tps_test N/A N/A N/A N/A N/A a N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A b N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A tps N/A ThinPlateSplines a b N/A t N/A Translation N/A 3 4 N/A s N/A Scale N/A 4 2 N/A chain N/A TransformChain N/A t s N/A chain_mod N/A N/A chain compose_before tps N/A points N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A manual_res N/A N/A tps apply N/A N/A s apply N/A N/A t apply points N/A chain_res N/A N/A chain_mod apply points N/A N/A N/A np all N/A N/A manual_res points N/A chain_res points N/A chain_compose_after_tps_test N/A N/A N/A N/A N/A a N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A b N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A tps N/A ThinPlateSplines a b N/A t N/A Translation N/A 3 4 N/A s N/A Scale N/A 4 2 N/A chain N/A TransformChain N/A t s N/A chain_mod N/A N/A chain compose_after tps N/A points N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A manual_res N/A N/A s apply N/A N/A t apply N/A N/A tps apply points N/A chain_res N/A N/A chain_mod apply points N/A N/A N/A np all N/A N/A manual_res points N/A chain_res points N/A chain_compose_before_inplace_tps_test N/A N/A N/A N/A N/A a N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A b N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A tps N/A ThinPlateSplines a b N/A t N/A Translation N/A 3 4 N/A s N/A Scale N/A 4 2 N/A chain N/A TransformChain N/A t s N/A N/A N/A chain compose_before_inplace tps N/A points N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A manual_res N/A N/A tps apply N/A N/A s apply N/A N/A t apply points N/A chain_res N/A N/A chain apply points N/A N/A N/A np all N/A N/A manual_res points N/A chain_res points N/A chain_compose_after_inplace_tps_test N/A N/A N/A N/A N/A a N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A b N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A tps N/A ThinPlateSplines a b N/A t N/A Translation N/A 3 4 N/A s N/A Scale N/A 4 2 N/A chain N/A TransformChain N/A t s N/A N/A N/A chain compose_after_inplace tps N/A points N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A manual_res N/A N/A s apply N/A N/A t apply N/A N/A tps apply points N/A chain_res N/A N/A chain apply points N/A N/A N/A np all N/A N/A manual_res points N/A chain_res points N/A chain_compose_after_inplace_chain_test N/A N/A N/A N/A N/A a N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A b N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A t N/A Translation N/A 3 4 N/A s N/A Scale N/A 4 2 N/A chain_1 N/A TransformChain N/A t s N/A chain_2 N/A TransformChain N/A N/A N/A s pseudoinverse N/A N/A t pseudoinverse N/A N/A N/A chain_1 compose_before_inplace chain_2 N/A points N/A PointCloud N/A N/A N/A np random random N/A 10 2 N/A chain_res N/A N/A chain_1 apply points N/A N/A N/A np allclose N/A points points N/A chain_res points N/A