Module ImportFrom alias Import alias TryExcept body Import alias identifier Import alias handlers ExceptHandler type NameLoad body Pass Import alias ImportFrom alias alias alias ImportFrom alias If UnaryOpNot NameLoad body Raise Call NameLoad Str ImportFrom alias FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad NameLoad attr Assign TupleStore NameStore NameStore NameStore TupleLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore Call AttributeLoad NameLoad attr Str Str For TupleStore NameStore NameStore ListLoad TupleLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr TupleLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr Call NameLoad NameLoad NameLoad NameLoad NameLoad keyword NameLoad Assert UnaryOpNot Call NameLoad GeneratorExp Call NameLoad AttributeLoad NameLoad attr TupleLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore Call NameLoad Call NameLoad TupleLoad Num Num AttributeLoad NameLoad attr Num Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body Raise Call NameLoad Str If UnaryOpNot AttributeLoad AttributeLoad NameLoad attr attr body Raise Call NameLoad Str Assign NameStore Call AttributeLoad NameLoad attr Assign TupleStore NameStore NameStore NameStore TupleLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr If CompareEq AttributeLoad AttributeLoad NameLoad attr attr Str body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr keyword Str keyword Str Assign NameStore Call AttributeLoad NameLoad attr Str Str For TupleStore NameStore NameStore ListLoad TupleLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr TupleLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad NameLoad attr Call Call AttributeLoad NameLoad attr Call NameLoad NameLoad NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad keyword NameLoad Assert UnaryOpNot Call NameLoad GeneratorExp Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore Call NameLoad Call NameLoad TupleLoad Num Num AttributeLoad NameLoad attr Num Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args defaults body If UnaryOpNot AttributeLoad AttributeLoad NameLoad attr attr body Raise Call NameLoad Str Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore Call AttributeLoad NameLoad attr Str Str For NameStore AttributeLoad NameLoad attr body Assign NameStore ListLoad Call Call NameLoad AttributeLoad NameLoad attr BinOpAdd NameLoad Str Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr NameLoad keyword NameLoad Assert UnaryOpNot Call NameLoad GeneratorExp Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr decorator_list FunctionDef arguments args defaults body If UnaryOpNot AttributeLoad AttributeLoad NameLoad attr attr body Raise Call NameLoad Str Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore Call AttributeLoad NameLoad attr Str Str For NameStore ListLoad Str body Assign NameStore ListLoad Call Call NameLoad AttributeLoad NameLoad attr BinOpAdd NameLoad Str Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr NameLoad keyword NameLoad Assert UnaryOpNot Call NameLoad GeneratorExp Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr decorator_list FunctionDef arguments args defaults body If UnaryOpNot AttributeLoad AttributeLoad NameLoad attr attr body Raise Call NameLoad Str Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore Call AttributeLoad NameLoad attr Str Str For NameStore ListLoad Str body Assign NameStore ListLoad Call Call NameLoad AttributeLoad NameLoad attr BinOpAdd NameLoad Str Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr NameLoad keyword NameLoad Assert UnaryOpNot Call NameLoad GeneratorExp Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr decorator_list FunctionDef arguments args defaults body If UnaryOpNot AttributeLoad AttributeLoad NameLoad attr attr body Raise Call NameLoad Str Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore Call AttributeLoad NameLoad attr Str Str For NameStore ListLoad Str body Assign NameStore ListLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Call Call NameLoad AttributeLoad NameLoad attr BinOpAdd NameLoad Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr NameLoad keyword NameLoad If AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr body Assert UnaryOpNot Call NameLoad GeneratorExp Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr orelse Assert UnaryOpNot Call NameLoad GeneratorExp Call NameLoad AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr comprehension NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr For NameStore ListLoad AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad AttributeLoad NameLoad attr attr body Assign NameStore Call NameLoad NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad keyword NameLoad Assert CompareEq Call NameLoad AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Num Expr Call NameLoad ListLoad ListLoad Num Num ListLoad Num Num decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad NameLoad attr Num Num keyword Num keyword Str keyword AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num attr AttributeLoad NameLoad attr Assign NameStore BinOpMult NameLoad NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr NameLoad NameLoad NameLoad NameLoad NameLoad attr Assert Call AttributeLoad CompareEq NameLoad NameLoad attr decorator_list
N/A nose.plugins.skip SkipTest N/A numpy N/A N/A N/A scipy.sparse sp N/A scipy.sparse N/A N/A N/A ImportError N/A N/A N/A theano theano sparse config tensor theano.sparse enable_sparse N/A N/A enable_sparse N/A N/A N/A SkipTest Optional package sparse disabled theano.sparse.tests.test_basic random_lil test_local_csm_properties_csm N/A N/A N/A N/A N/A data N/A N/A tensor vector N/A N/A indices indptr shape N/A N/A N/A tensor ivector N/A N/A tensor ivector N/A N/A tensor ivector N/A mode N/A N/A N/A N/A theano compile mode get_default_mode N/A mode N/A N/A mode including specialize local_csm_properties_csm N/A N/A CS cast N/A N/A N/A sparse CSC N/A sp csc_matrix N/A N/A sparse CSR N/A sp csr_matrix N/A N/A f N/A N/A theano function N/A data indices indptr shape N/A N/A sparse csm_properties N/A CS data indices indptr shape mode mode N/A N/A N/A any N/A N/A isinstance N/A node op N/A N/A sparse CSM N/A sparse CSMProperties N/A node N/A N/A N/A N/A f maker fgraph toposort N/A v N/A cast N/A random_lil N/A 10 40 N/A config floatX 3 N/A N/A f N/A v data N/A v indices N/A v indptr N/A v shape N/A test_local_csm_grad_c N/A N/A N/A N/A N/A N/A SkipTest Opt disabled as it don't support unsorted indices N/A N/A N/A N/A theano config cxx N/A N/A N/A SkipTest G++ not available, so we need to skip this test. N/A data N/A N/A tensor vector N/A N/A indices indptr shape N/A N/A N/A tensor ivector N/A N/A tensor ivector N/A N/A tensor ivector N/A mode N/A N/A N/A N/A theano compile mode get_default_mode N/A N/A N/A N/A theano config mode FAST_COMPILE N/A N/A mode N/A N/A N/A theano compile Mode linker c|py optimizer fast_compile N/A mode N/A N/A mode including specialize local_csm_grad_c N/A N/A CS cast N/A N/A N/A sparse CSC N/A sp csc_matrix N/A N/A sparse CSR N/A sp csr_matrix N/A N/A cost N/A N/A tensor sum N/A N/A N/A sparse DenseFromSparse N/A CS data indices indptr shape N/A f N/A N/A theano function N/A data indices indptr shape N/A N/A tensor grad cost data mode mode N/A N/A N/A any N/A N/A isinstance N/A node op N/A sparse CSMGrad N/A node N/A N/A N/A N/A f maker fgraph toposort N/A v N/A cast N/A random_lil N/A 10 40 N/A config floatX 3 N/A N/A f N/A v data N/A v indices N/A v indptr N/A v shape N/A test_local_mul_s_d N/A N/A N/A N/A N/A N/A N/A N/A theano config cxx N/A N/A N/A SkipTest G++ not available, so we need to skip this test. N/A mode N/A N/A N/A N/A theano compile mode get_default_mode N/A mode N/A N/A mode including specialize local_mul_s_d N/A sp_format N/A sparse sparse_formats N/A N/A inputs N/A N/A N/A getattr N/A theano sparse N/A sp_format _matrix N/A N/A tensor matrix N/A f N/A N/A theano function inputs N/A N/A sparse mul_s_d inputs mode mode N/A N/A N/A any N/A N/A isinstance N/A node op N/A sparse MulSD N/A node N/A N/A N/A N/A f maker fgraph toposort N/A test_local_mul_s_v N/A N/A N/A N/A N/A N/A N/A N/A theano config cxx N/A N/A N/A SkipTest G++ not available, so we need to skip this test. N/A mode N/A N/A N/A N/A theano compile mode get_default_mode N/A mode N/A N/A mode including specialize local_mul_s_v N/A sp_format N/A csr N/A N/A inputs N/A N/A N/A getattr N/A theano sparse N/A sp_format _matrix N/A N/A tensor vector N/A f N/A N/A theano function inputs N/A N/A sparse mul_s_v inputs mode mode N/A N/A N/A any N/A N/A isinstance N/A node op N/A sparse MulSV N/A node N/A N/A N/A N/A f maker fgraph toposort N/A test_local_structured_add_s_v N/A N/A N/A N/A N/A N/A N/A N/A theano config cxx N/A N/A N/A SkipTest G++ not available, so we need to skip this test. N/A mode N/A N/A N/A N/A theano compile mode get_default_mode N/A mode N/A N/A mode including specialize local_structured_add_s_v N/A sp_format N/A csr N/A N/A inputs N/A N/A N/A getattr N/A theano sparse N/A sp_format _matrix N/A N/A tensor vector N/A f N/A N/A theano function inputs N/A N/A sparse structured_add_s_v inputs mode mode N/A N/A N/A any N/A N/A isinstance N/A node op N/A sparse StructuredAddSV N/A node N/A N/A N/A N/A f maker fgraph toposort N/A test_local_sampling_dot_csr N/A N/A N/A N/A N/A N/A N/A N/A theano config cxx N/A N/A N/A SkipTest G++ not available, so we need to skip this test. N/A mode N/A N/A N/A N/A theano compile mode get_default_mode N/A mode N/A N/A mode including specialize local_sampling_dot_csr N/A sp_format N/A csr N/A N/A inputs N/A N/A N/A tensor matrix N/A N/A tensor matrix N/A N/A getattr N/A theano sparse N/A sp_format _matrix N/A f N/A N/A theano function inputs N/A N/A sparse sampling_dot inputs mode mode N/A N/A N/A N/A theano config blas ldflags N/A N/A N/A N/A any N/A N/A isinstance N/A node op N/A sparse SamplingDot N/A node N/A N/A N/A N/A f maker fgraph toposort N/A N/A N/A N/A any N/A N/A isinstance N/A node op N/A N/A sparse opt SamplingDotCSR N/A node N/A N/A N/A N/A f maker fgraph toposort N/A test_local_dense_from_sparse_sparse_from_dense N/A N/A N/A N/A N/A mode N/A N/A N/A N/A theano compile mode get_default_mode N/A mode N/A N/A mode including local_dense_from_sparse_sparse_from_dense N/A m N/A N/A N/A theano tensor matrix N/A op N/A N/A N/A theano sparse csr_from_dense N/A N/A theano sparse csc_from_dense N/A N/A s N/A op m N/A o N/A N/A N/A theano sparse dense_from_sparse s N/A f N/A N/A theano function N/A m o mode mode N/A N/A N/A len N/A N/A N/A f maker fgraph apply_nodes 1 N/A N/A f N/A N/A 1 2 N/A 3 4 N/A test_sd_csc N/A N/A N/A N/A N/A A N/A N/A sp rand 4 5 density 0.6 format csc dtype N/A numpy float32 N/A b N/A N/A N/A N/A N/A numpy random rand 5 2 astype N/A numpy float32 N/A target N/A A b N/A a_val N/A N/A N/A theano tensor as_tensor_variable N/A A data N/A a_ind N/A N/A N/A theano tensor as_tensor_variable N/A A indices N/A a_ptr N/A N/A N/A theano tensor as_tensor_variable N/A A indptr N/A nrows N/A N/A N/A theano tensor as_tensor_variable N/A N/A numpy int32 N/A N/A A shape N/A 0 N/A b N/A N/A N/A theano tensor as_tensor_variable b N/A res N/A N/A N/A N/A N/A N/A theano sparse opt sd_csc a_val a_ind a_ptr nrows b eval N/A N/A N/A N/A res target all N/A