Index

_

__call__() built-in function __call__() (pytensor.compile.function.types.Function method) (pytensor.d3viz.formatting.PyDotFormatter method) (pytensor.printing.Print method) __eq__() built-in function __hash__() built-in function __init__() (pytensor.compile.debugmode.DebugMode method) (pytensor.compile.function.In method) (pytensor.compile.function.Out method) (pytensor.compile.io.In method) (pytensor.compile.sharedvalue.SharedVariable method) (pytensor.printing.Print method) (pytensor.tensor.TensorType method)

__props__ __str__() built-in function _tensor_py_operators (class in pytensor.tensor.variable)

A

abs() (in module pytensor.tensor) (in module pytensor.xtensor.math) add canonicalization add specialization add() (in module pytensor.sparse.basic) (in module pytensor.xtensor.math) add_client() (pytensor.graph.fg.FunctionGraph method) add_input() (pytensor.graph.fg.FunctionGraph method) add_output() (pytensor.graph.fg.FunctionGraph method) add_requirements() (GraphRewriter method) add_tag_trace() (in module pytensor.graph.utils) (pytensor.graph.op.Op static method) AddSD (class in pytensor.sparse.basic) AddSS (class in pytensor.sparse.basic) AddSSData (class in pytensor.sparse.basic) AlgebraicCanonizer (class in pytensor.tensor.rewriting.math) all() (in module pytensor.tensor) allclose() (in module pytensor.tensor) alloc() (in module pytensor.tensor) alloc_like() (in module pytensor.tensor.rewriting.basic) allow_downcast (pytensor.compile.function.In attribute) allow_gc (in module config) ancestors() (in module pytensor.graph.basic) and_() (in module pytensor.tensor) (in module pytensor.xtensor.math) angle() (in module pytensor.tensor) (in module pytensor.xtensor.math) any() (in module pytensor.tensor) Append (class in pytensor.typed_list.basic) append (in module pytensor.typed_list.basic) Apply, [1] (class in pytensor.graph.basic)

apply() (GraphRewriter method) apply_colors (pytensor.d3viz.formatting.PyDotFormatter attribute) apply_depends_on() (in module pytensor.graph.basic) applys_between() (in module pytensor.graph.basic) arccos() (in module pytensor.xtensor.math) arccosh() (in module pytensor.xtensor.math) arcsin() (in module pytensor.xtensor.math) arcsinh() (in module pytensor.xtensor.math) arctan() (in module pytensor.xtensor.math) arctan2() (in module pytensor.xtensor.math) arctanh() (in module pytensor.xtensor.math) argmax() (in module pytensor.tensor) (pytensor.tensor.variable._tensor_py_operators method) argmin() (in module pytensor.tensor) (pytensor.tensor.variable._tensor_py_operators method) argsort() (pytensor.tensor.variable._tensor_py_operators method) as_op() (in module pytensor.compile.ops) as_sparse() (in module pytensor.sparse.basic) as_sparse_variable() (in module pytensor.sparse.basic) as_string() (in module pytensor.graph.basic) as_symbolic() (in module pytensor) as_tensor_variable() (in module pytensor.tensor) as_xrv() (in module pytensor.xtensor.random) as_xtensor() (in module pytensor.xtensor.type) AssocList (class in pytensor.graph.utils) astype() (pytensor.tensor.variable._tensor_py_operators method) AtomicVariable (class in pytensor.graph.basic) attach_feature() (pytensor.graph.fg.FunctionGraph method) attempt_distribution() (in module pytensor.tensor.rewriting.math) autoname (pytensor.compile.function.In attribute)

B

BadDestroyMap (class in pytensor.compile.debugmode) BadOptimization (class in pytensor.compile.debugmode) BadThunkOutput (class in pytensor.compile.debugmode) BadViewMap (class in pytensor.compile.debugmode) bartlett() (in module pytensor.tensor.extra_ops) base_compiledir (in module config) batched_dot() (in module pytensor.tensor) batched_tensordot() (in module pytensor.tensor) bernoulli() (in module pytensor.xtensor.random) beta() (in module pytensor.xtensor.random) betabinom() (in module pytensor.xtensor.random) betainc() (in module pytensor.xtensor.math) betaincinv() (in module pytensor.xtensor.math) bincount() (in module pytensor.tensor.extra_ops) Binomial (class in pytensor.sparse.sandbox.sp2) binomial() (in module pytensor.xtensor.random) bitwise_and() (in module pytensor.tensor) (in module pytensor.xtensor.math) bitwise_invert() (in module pytensor.xtensor.math) bitwise_not() (in module pytensor.tensor) (in module pytensor.xtensor.math) bitwise_or() (in module pytensor.tensor) (in module pytensor.xtensor.math) bitwise_xor() (in module pytensor.tensor) (in module pytensor.xtensor.math) blas__ldflags (config.config attribute) block_diag() (in module pytensor.sparse.basic) (in module pytensor.tensor.slinalg) Bookkeeper (class in pytensor.graph.features) borrow (pytensor.compile.function.In attribute) (pytensor.compile.function.Out attribute)

broadcast() (in module pytensor.xtensor) (pytensor.xtensor.type.XTensorVariable method) broadcast_arrays() (in module pytensor.tensor.extra_ops) broadcast_like() (pytensor.xtensor.type.XTensorVariable method) broadcast_shape() (in module pytensor.tensor.extra_ops) broadcast_static_dim_lengths() (in module pytensor.tensor.utils) broadcast_to() (in module pytensor.tensor.extra_ops) broadcastable (pytensor.tensor.TensorType attribute) (pytensor.tensor.variable._tensor_py_operators property) broadcasted_by() (in module pytensor.tensor.rewriting.basic) Broadcasting built-in function __call__() __eq__() __hash__() __str__() canonicalize() debug_perform() do_constant_folding() flops() grad() infer_shape() make_node() make_thunk() PatternNodeRewriter() perform() R_op() RemovalNodeRewriter() specialize() SubstitutionNodeRewriter()

C

c_cleanup() (CLinkerType method) c_code() (pytensor.compile.ops.DeepCopyOp method) (pytensor.compile.ops.TypeCastingOp method) (pytensor.sparse.basic.StructuredDotGradCSC method) (pytensor.sparse.basic.StructuredDotGradCSR method) (pytensor.tensor.elemwise.CAReduce method) (pytensor.tensor.elemwise.Elemwise method) (pytensor.typed_list.basic.Append method) (pytensor.typed_list.basic.Extend method) (pytensor.typed_list.basic.GetItem method) (pytensor.typed_list.basic.Insert method) (pytensor.typed_list.basic.Length method) (pytensor.typed_list.basic.Reverse method) c_code_cache_version() (CLinkerType method) (pytensor.compile.ops.DeepCopyOp method) (pytensor.compile.ops.TypeCastingOp method) (pytensor.sparse.basic.StructuredDotGradCSC method) (pytensor.sparse.basic.StructuredDotGradCSR method) (pytensor.typed_list.basic.Append method) (pytensor.typed_list.basic.GetItem method) (pytensor.typed_list.basic.Insert method) (pytensor.typed_list.basic.Length method) (pytensor.typed_list.basic.Reverse method) c_code_cache_version_apply() (pytensor.tensor.elemwise.CAReduce method) (pytensor.tensor.elemwise.Elemwise method) c_compile_args() (CLinkerType method) c_compiler() (CLinkerType method) c_declare() (CLinkerType method) c_element_type() (CLinkerType method) c_extract() (CLinkerType method) c_header_dirs() (CLinkerType method) (pytensor.tensor.elemwise.Elemwise method) c_headers() (CLinkerType method) (pytensor.tensor.elemwise.CAReduce method) (pytensor.tensor.elemwise.Elemwise method) c_init() (CLinkerType method) c_init_code() (CLinkerType method) c_lib_dirs() (CLinkerType method) c_libraries() (CLinkerType method) c_no_compile_args() (CLinkerType method) c_support_code() (CLinkerType method) (pytensor.tensor.elemwise.Elemwise method) c_support_code_apply() (pytensor.tensor.elemwise.Elemwise method) c_sync() (CLinkerType method) canonicalize() built-in function CAReduce (class in pytensor.tensor.elemwise) Cast (class in pytensor.sparse.basic) cast() (in module pytensor.sparse.basic) (in module pytensor.tensor) (in module pytensor.xtensor.math) cast_policy (in module config) categorical() (in module pytensor.xtensor.random) cauchy() (in module pytensor.xtensor.random) ceil() (in module pytensor.tensor) (in module pytensor.xtensor.math) change_node_input() (pytensor.graph.fg.FunctionGraph method) check_for_x_over_absX() (in module pytensor.tensor.rewriting.math) check_integrity() (pytensor.graph.fg.FunctionGraph method) check_stack_trace (in module config) chi2sf() (in module pytensor.tensor) chisquare() (in module pytensor.tensor.random.basic) (in module pytensor.xtensor.random) cho_solve() (in module pytensor.tensor.slinalg) choice() (in module pytensor.tensor.random.basic) cholesky() (in module pytensor.tensor.slinalg) (in module pytensor.xtensor.linalg) choose() (in module pytensor.tensor.basic) (pytensor.tensor.variable._tensor_py_operators method) clean() (in module pytensor.sparse.basic) CLinkerType (built-in class) clip() (in module pytensor.tensor) (in module pytensor.xtensor.math) (pytensor.tensor.variable._tensor_py_operators method) clone() (in module pytensor.graph.basic) (pytensor.graph.basic.Apply method) (pytensor.graph.basic.AtomicVariable method) (pytensor.graph.basic.Constant method) (pytensor.graph.basic.NominalVariable method) (pytensor.graph.basic.Variable method) (pytensor.graph.features.Feature method) (pytensor.graph.fg.FunctionGraph method) (pytensor.graph.op.HasInnerGraph method) (pytensor.graph.type.Type method) (pytensor.xtensor.type.XTensorType method)

clone_get_equiv() (in module pytensor.graph.basic) (pytensor.graph.fg.FunctionGraph method) clone_node_and_cache() (in module pytensor.graph.basic) clone_replace() (in module pytensor) (in module pytensor.graph.replace) clone_with_new_inputs() (pytensor.graph.basic.Apply method) cmodule__age_thresh_use (config.config attribute) cmodule__compilation_warning (config.config attribute) cmodule__debug (config.config attribute) cmodule__preload_cache (config.config attribute) cmodule__remove_gxx_opt (config.config attribute) cmodule__warn_no_version (config.config attribute) col() (in module pytensor.tensor) col_scale() (in module pytensor.sparse.basic) collect_callbacks() (pytensor.graph.fg.FunctionGraph method) ColScaleCSC (class in pytensor.sparse.basic) compile module compile (in module config) compile__timeout (config.config attribute) compile__wait (config.config attribute) compiledir (in module config) compiledir_format (in module config) complex() (in module pytensor.xtensor.math) compress() (in module pytensor.tensor.extra_ops) (pytensor.tensor.variable._tensor_py_operators method) compute_mul() (in module pytensor.tensor.rewriting.math) compute_test_value (in module config) compute_test_value() (in module pytensor.graph.op) compute_test_value_opt (in module config) concat() (in module pytensor.xtensor) concatenate() (in module pytensor.tensor) conf() (pytensor.tensor.variable._tensor_py_operators method) config module conj() (in module pytensor.xtensor.math) (pytensor.tensor.variable._tensor_py_operators method) conjugate() (in module pytensor.xtensor.math) (pytensor.tensor.variable._tensor_py_operators method) Constant, [1] (class in pytensor.graph.basic) constant elimination constant folding constant_type (pytensor.graph.type.Type attribute) (pytensor.xtensor.type.XTensorType attribute) ConstructSparseFromList (class in pytensor.sparse.basic) container (pytensor.compile.sharedvalue.SharedVariable attribute) conv__assert_shape (config.config attribute) convert_variable() (pytensor.graph.type.Type method) (pytensor.xtensor.type.XTensorType method) ConvolutionIndices (class in pytensor.sparse.sandbox.sp) convolve() (in module pytensor.sparse.sandbox.sp) copy() (pytensor.compile.function.types.Function method) (pytensor.tensor.variable._tensor_py_operators method) cos() (in module pytensor.tensor) (in module pytensor.xtensor.math) cosh() (in module pytensor.tensor) (in module pytensor.xtensor.math) Count (class in pytensor.typed_list.basic) count (in module pytensor.typed_list.basic) CSM (class in pytensor.sparse.basic) csm_data() (in module pytensor.sparse.basic) csm_grad (in module pytensor.sparse.basic) csm_indices() (in module pytensor.sparse.basic) csm_indptr() (in module pytensor.sparse.basic) csm_shape() (in module pytensor.sparse.basic) CSMGrad (class in pytensor.sparse.basic) CSMProperties (class in pytensor.sparse.basic) ctc__root (config.config attribute) cumprod() (in module pytensor.tensor.extra_ops) cumsum() (in module pytensor.tensor.extra_ops) cxx (in module config) cycle_detection (in module config)

D

d3viz() (in module pytensor.d3viz.d3viz) d3write() (in module pytensor.d3viz.d3viz) debug_perform() built-in function DebugMode (class in pytensor.compile.debugmode) (in module config) DebugMode__check_preallocated_output (config.config attribute) DebugMode__check_preallocated_output_ndim (config.config attribute) DebugMode__warn_input_not_reused (config.config attribute) DebugModeError (class in pytensor.compile.debugmode) debugprint() (in module pytensor.printing) DeepCopyOp (class in pytensor.compile.ops) default_output (pytensor.graph.op.Op attribute) (pytensor.tensor.random.op.RandomVariable attribute) default_output() (pytensor.graph.basic.Apply method) deg2rad() (in module pytensor.xtensor.math) DenseFromSparse (class in pytensor.sparse.basic) destroy_map (pytensor.compile.ops.OutputGuard attribute) (pytensor.graph.op.Op attribute) Destructive device (in module config) Diag (class in pytensor.sparse.basic)

diagonal() (pytensor.tensor.variable._tensor_py_operators method) diff() (in module pytensor.tensor.extra_ops) (pytensor.xtensor.type.XTensorVariable method) DimShuffle (class in pytensor.tensor.elemwise) dimshuffle() (pytensor.tensor.variable._tensor_py_operators method) DimShufflePrinter (class in pytensor.tensor.elemwise) dirichlet() (in module pytensor.xtensor.random) dist_params() (pytensor.tensor.random.op.RandomVariable method) do_constant_folding() built-in function do_constant_folding() (pytensor.graph.op.Op method) Dot (class in pytensor.sparse.basic) (class in pytensor.xtensor.math) dot() (in module pytensor.sparse.basic) (in module pytensor.tensor) (in module pytensor.xtensor) (pytensor.xtensor.type.XTensorVariable method) dot22 dprint() (in module pytensor) (pytensor.graph.basic.Node method) (pytensor.graph.fg.FunctionGraph method) dtype (pytensor.tensor.TensorType attribute) (pytensor.tensor.variable._tensor_py_operators property)

E

Elemwise (class in pytensor.tensor.elemwise) elemwise fusion EnsureSortedIndices (class in pytensor.sparse.basic) environment variable PYTENSOR_FLAGS, [1], [2], [3], [4] PYTENSORRC, [1], [2], [3] eq() (in module pytensor.tensor) (in module pytensor.xtensor.math) equal() (in module pytensor.tensor) (in module pytensor.xtensor.math) equal_computations() (in module pytensor.graph.basic) equals() (pytensor.graph.basic.AtomicVariable method) EqualSD (class in pytensor.sparse.basic) EqualSS (class in pytensor.sparse.basic) equivalent_up_to_constant_casting() (in module pytensor.tensor.rewriting.basic) erf() (in module pytensor.tensor) (in module pytensor.xtensor.math) erfc() (in module pytensor.xtensor.math) erfcinv() (in module pytensor.xtensor.math) erfcx() (in module pytensor.xtensor.math)

erfinv() (in module pytensor.tensor) (in module pytensor.xtensor.math) eval() (pytensor.graph.basic.Variable method) evaluate() (pytensor.sparse.sandbox.sp.ConvolutionIndices static method) exception_verbosity (in module config) exclude (RewriteDatabaseQuery attribute) excluding() (pytensor.compile.mode.Mode method) execute_callbacks() (pytensor.graph.fg.FunctionGraph method) exp() (in module pytensor.tensor) (in module pytensor.xtensor.math) exp2() (in module pytensor.xtensor.math) expand_dims() (pytensor.xtensor.type.XTensorVariable method) experimental__local_alloc_elemwise_assert (config.config attribute) expit() (in module pytensor.xtensor.math) explicit_graph_inputs() (in module pytensor.graph.basic) expm1() (in module pytensor.xtensor.math) exponential() (in module pytensor.xtensor.random) Expression Expression Graph Extend (class in pytensor.typed_list.basic) extend (in module pytensor.typed_list.basic) eye() (in module pytensor.tensor)

F

FAST_COMPILE (in module pytensor.compile.mode) FAST_RUN (in module pytensor.compile.mode) faster_ndindex() (in module pytensor.tensor.utils) Feature (class in pytensor.graph.features) fgraph (pytensor.graph.op.HasInnerGraph attribute) fill cut fill() (in module pytensor.tensor) (pytensor.tensor.variable._tensor_py_operators method) fill_diagonal() (in module pytensor.tensor.extra_ops) fill_diagonal_offset() (in module pytensor.tensor.extra_ops) filter() (pytensor.graph.type.Type method) (pytensor.tensor.random.type.RandomGeneratorType method) (pytensor.xtensor.type.XTensorType method) filter_inplace() (pytensor.graph.type.Type method) filter_variable() (pytensor.graph.type.Type method) (pytensor.xtensor.type.XTensorType method) finder (pytensor.compile.function.types.Function attribute) flatten() (in module pytensor.tensor) (pytensor.tensor.variable._tensor_py_operators method)

floatX (in module config) floor() (in module pytensor.tensor) (in module pytensor.xtensor.math) floor_div() (in module pytensor.xtensor.math) floor_divide() (in module pytensor.xtensor.math) flops() built-in function fn (pytensor.graph.op.HasInnerGraph property) foldl() (in module pytensor) foldr() (in module pytensor) free() (pytensor.compile.function.types.Function method) FromFunctionOp (class in pytensor.compile.ops) full_like() (in module pytensor.xtensor) Function (class in pytensor.compile.function.types) function() (in module pytensor) (in module pytensor.compile.function) function_dump() (in module pytensor.compile.function) FunctionGraph (class in pytensor.graph.fg)

G

gamma() (in module pytensor.tensor) (in module pytensor.xtensor.math) (in module pytensor.xtensor.random) gammainc() (in module pytensor.xtensor.math) gammaincc() (in module pytensor.xtensor.math) gammainccinv() (in module pytensor.xtensor.math) gammaincinv() (in module pytensor.xtensor.math) gammal() (in module pytensor.xtensor.math) gammaln() (in module pytensor.tensor) (in module pytensor.xtensor.math) gammau() (in module pytensor.xtensor.math) gcc__cxxflags (config.config attribute) ge() (in module pytensor.tensor) (in module pytensor.xtensor.math) gemm gen() (pytensor.tensor.random.RandomStream method) general_toposort() (in module pytensor.graph.basic) gengamma() (in module pytensor.xtensor.random) geometric() (in module pytensor.xtensor.random) geomspace() (in module pytensor.tensor.extra_ops) get_clients() (pytensor.graph.fg.FunctionGraph method) get_normalized_batch_axes() (in module pytensor.tensor.elemwise) get_num_denum() (pytensor.tensor.rewriting.math.AlgebraicCanonizer method) get_output_client() (pytensor.graph.fg.FunctionGraph method) get_output_info() (pytensor.tensor.elemwise.Elemwise method) get_parents() (pytensor.graph.basic.Apply method) (pytensor.graph.basic.Node method) (pytensor.graph.basic.Variable method) get_static_shape_from_size_variables() (in module pytensor.tensor.utils) get_test_value() (in module pytensor.graph.op) (pytensor.graph.basic.Constant method) (pytensor.graph.basic.Variable method) get_test_values() (in module pytensor.graph.op) get_underlying_scalar_constant_value() (pytensor.tensor.variable._tensor_py_operators method) get_value() (pytensor.compile.sharedvalue.SharedVariable method) get_var_by_name() (in module pytensor.graph.basic) GetItem (class in pytensor.typed_list.basic) getitem (in module pytensor.typed_list.basic) GetItem2d (class in pytensor.sparse.basic) GetItem2Lists (class in pytensor.sparse.basic) GetItem2ListsGrad (class in pytensor.sparse.basic) GetItemList (class in pytensor.sparse.basic) GetItemListGrad (class in pytensor.sparse.basic) GetItemScalar (class in pytensor.sparse.basic) grad() built-in function grad() (pytensor.compile.ops.ViewOp method) (pytensor.graph.op.Op method) (pytensor.sparse.basic.AddSD method) (pytensor.sparse.basic.AddSS method) (pytensor.sparse.basic.AddSSData method) (pytensor.sparse.basic.Cast method) (pytensor.sparse.basic.ColScaleCSC method) (pytensor.sparse.basic.ConstructSparseFromList method) (pytensor.sparse.basic.CSM method) (pytensor.sparse.basic.CSMProperties method) (pytensor.sparse.basic.DenseFromSparse method) (pytensor.sparse.basic.Diag method) (pytensor.sparse.basic.Dot method) (pytensor.sparse.basic.EnsureSortedIndices method) (pytensor.sparse.basic.GetItem2Lists method) (pytensor.sparse.basic.GetItemList method) (pytensor.sparse.basic.HStack method) (pytensor.sparse.basic.MulSD method) (pytensor.sparse.basic.MulSS method) (pytensor.sparse.basic.MulSV method) (pytensor.sparse.basic.Neg method) (pytensor.sparse.basic.Remove0 method) (pytensor.sparse.basic.RowScaleCSC method) (pytensor.sparse.basic.SamplingDot method) (pytensor.sparse.basic.SparseFromDense method) (pytensor.sparse.basic.SpSum method) (pytensor.sparse.basic.SquareDiagonal method) (pytensor.sparse.basic.StructuredAddSV method) (pytensor.sparse.basic.StructuredDot method) (pytensor.sparse.basic.Transpose method) (pytensor.sparse.basic.TrueDot method) (pytensor.sparse.basic.VStack method) (pytensor.sparse.sandbox.sp2.Binomial method) (pytensor.sparse.sandbox.sp2.Multinomial method) (pytensor.sparse.sandbox.sp2.Poisson method) (pytensor.tensor.elemwise.DimShuffle method) (pytensor.tensor.random.op.RandomVariable method)

Graph graph module graph construct Apply Constant Op Type Variable graph_inputs() (in module pytensor.graph.basic) graph_replace() (in module pytensor.graph.replace) GraphRewriter (built-in class) greater() (in module pytensor.tensor) (in module pytensor.xtensor.math) greater_equal() (in module pytensor.tensor) (in module pytensor.xtensor.math) GreaterEqualSD (class in pytensor.sparse.basic) GreaterEqualSS (class in pytensor.sparse.basic) GreaterThanSD (class in pytensor.sparse.basic) GreaterThanSS (class in pytensor.sparse.basic) gt() (in module pytensor.tensor) (in module pytensor.xtensor.math) gumbel() (in module pytensor.xtensor.random)

H

halfcauchy() (in module pytensor.xtensor.random) halfnormal() (in module pytensor.xtensor.random) HasDataType (class in pytensor.graph.type) hash_from_ndarray() (in module pytensor.tensor.utils) HasInnerGraph (class in pytensor.graph.op)

HasShape (class in pytensor.graph.type) History (class in pytensor.graph.features) HStack (class in pytensor.sparse.basic) hstack() (in module pytensor.sparse.basic) hyp2f1() (in module pytensor.xtensor.math) hypergeometric() (in module pytensor.xtensor.random)

I

i0() (in module pytensor.xtensor.math) i1() (in module pytensor.xtensor.math) identity() (in module pytensor.xtensor.math) identity_like() (in module pytensor.tensor) imag (pytensor.tensor.variable._tensor_py_operators property) imag() (in module pytensor.tensor) (in module pytensor.xtensor.math) implicit (pytensor.compile.function.In attribute) import_node() (pytensor.graph.fg.FunctionGraph method) import_var() (pytensor.graph.fg.FunctionGraph method) In (class in pytensor.compile.function) (class in pytensor.compile.io) in_same_class() (pytensor.graph.type.Type method) inc() (pytensor.tensor.variable._tensor_py_operators method) inc_subtensor serialization inc_subtensor() (in module pytensor.tensor.subtensor) include (RewriteDatabaseQuery attribute) including() (pytensor.compile.mode.Mode method) InconsistencyError Index (class in pytensor.typed_list.basic) infer_shape() built-in function inner_inputs (pytensor.graph.op.HasInnerGraph property) inner_outputs (pytensor.graph.op.HasInnerGraph property) Inplace inplace_elemwise inplace_on_inputs() (pytensor.graph.op.Op method) inplace_random inplace_setsubtensor inputs (pytensor.graph.basic.Apply attribute)

Insert (class in pytensor.typed_list.basic) insert (in module pytensor.typed_list.basic) int_div() (in module pytensor.xtensor.math) int_division (in module config) integers() (in module pytensor.xtensor.random) inv_finder (pytensor.compile.function.types.Function attribute) InvalidValueError (class in pytensor.compile.debugmode) invert() (in module pytensor.tensor) (in module pytensor.xtensor.math) invgamma() (in module pytensor.xtensor.random) io_connection_pattern() (in module pytensor.graph.basic) io_toposort() (in module pytensor.graph.basic) irfft() (in module pytensor.tensor.fft) iround() (in module pytensor.tensor) is_1pexp() (in module pytensor.tensor.rewriting.math) is_an_upcast() (in module pytensor.tensor.rewriting.basic) is_exp() (in module pytensor.tensor.rewriting.math) is_inverse_pair() (in module pytensor.tensor.rewriting.math) is_mul() (in module pytensor.tensor.rewriting.math) is_neg() (in module pytensor.tensor.rewriting.math) is_super() (pytensor.graph.type.Type method) (pytensor.xtensor.type.XTensorType method) is_valid_value() (pytensor.graph.type.Type method) isclose() (in module pytensor.tensor) isinf() (in module pytensor.tensor) (in module pytensor.xtensor.math) isnan() (in module pytensor.tensor) (in module pytensor.xtensor.math) iv() (in module pytensor.xtensor.math) ive() (in module pytensor.xtensor.math)

J

j0() (in module pytensor.xtensor.math)

j1() (in module pytensor.xtensor.math) jv() (in module pytensor.xtensor.math)

K

kron() (in module pytensor.tensor.nlinalg)

kve() (in module pytensor.xtensor.math)

L

L_op() (pytensor.graph.op.Op method) (pytensor.tensor.elemwise.Elemwise method) laplace() (in module pytensor.xtensor.random) le() (in module pytensor.tensor) (in module pytensor.xtensor.math) Length (class in pytensor.typed_list.basic) length (in module pytensor.typed_list.basic) less() (in module pytensor.tensor) (in module pytensor.xtensor.math) less_equal() (in module pytensor.tensor) (in module pytensor.xtensor.math) LessEqualSD (class in pytensor.sparse.basic) LessEqualSS (class in pytensor.sparse.basic) LessThanSD (class in pytensor.sparse.basic) LessThanSS (class in pytensor.sparse.basic) lib__amdlibm (config.config attribute) Linker linker (in module config) (pytensor.compile.mode.Mode attribute) linspace() (in module pytensor.tensor.extra_ops)

load() (in module pytensor.tensor.io) local_log_softmax local_remove_all_assert log() (in module pytensor.tensor) (in module pytensor.xtensor.math) log10() (in module pytensor.xtensor.math) log1mexp() (in module pytensor.xtensor.math) log1p() (in module pytensor.xtensor.math) log2() (in module pytensor.xtensor.math) logical_and() (in module pytensor.xtensor.math) logical_not() (in module pytensor.xtensor.math) logical_or() (in module pytensor.xtensor.math) logical_xor() (in module pytensor.xtensor.math) logistic() (in module pytensor.xtensor.random) lognormal() (in module pytensor.xtensor.random) logspace() (in module pytensor.tensor.extra_ops) lt() (in module pytensor.tensor) (in module pytensor.xtensor.math) lu() (in module pytensor.tensor.slinalg) lu_factor() (in module pytensor.tensor.slinalg) lu_solve() (in module pytensor.tensor.slinalg)

M

make_constant() (pytensor.graph.type.Type method) make_list (in module pytensor.typed_list.basic) make_node() built-in function make_node() (pytensor.compile.ops.DeepCopyOp method) (pytensor.compile.ops.ViewOp method) (pytensor.graph.op.Op method) (pytensor.sparse.basic.AddSD method) (pytensor.sparse.basic.AddSS method) (pytensor.sparse.basic.AddSSData method) (pytensor.sparse.basic.Cast method) (pytensor.sparse.basic.ColScaleCSC method) (pytensor.sparse.basic.ConstructSparseFromList method) (pytensor.sparse.basic.CSM method) (pytensor.sparse.basic.CSMGrad method) (pytensor.sparse.basic.CSMProperties method) (pytensor.sparse.basic.DenseFromSparse method) (pytensor.sparse.basic.Diag method) (pytensor.sparse.basic.Dot method) (pytensor.sparse.basic.EnsureSortedIndices method) (pytensor.sparse.basic.GetItem2d method) (pytensor.sparse.basic.GetItem2Lists method) (pytensor.sparse.basic.GetItem2ListsGrad method) (pytensor.sparse.basic.GetItemList method) (pytensor.sparse.basic.GetItemListGrad method) (pytensor.sparse.basic.GetItemScalar method) (pytensor.sparse.basic.HStack method) (pytensor.sparse.basic.MulSD method) (pytensor.sparse.basic.MulSS method) (pytensor.sparse.basic.MulSV method) (pytensor.sparse.basic.Neg method) (pytensor.sparse.basic.Remove0 method) (pytensor.sparse.basic.RowScaleCSC method) (pytensor.sparse.basic.SamplingDot method) (pytensor.sparse.basic.SparseBlockDiagonal method) (pytensor.sparse.basic.SparseFromDense method) (pytensor.sparse.basic.SpSum method) (pytensor.sparse.basic.SquareDiagonal method) (pytensor.sparse.basic.StructuredAddSV method) (pytensor.sparse.basic.StructuredDot method) (pytensor.sparse.basic.StructuredDotGradCSC method) (pytensor.sparse.basic.StructuredDotGradCSR method) (pytensor.sparse.basic.Transpose method) (pytensor.sparse.basic.TrueDot method) (pytensor.sparse.basic.Usmm method) (pytensor.sparse.sandbox.sp2.Binomial method) (pytensor.sparse.sandbox.sp2.Multinomial method) (pytensor.sparse.sandbox.sp2.Poisson method) (pytensor.tensor.elemwise.CAReduce method) (pytensor.tensor.elemwise.DimShuffle method) (pytensor.tensor.elemwise.Elemwise method) (pytensor.tensor.random.op.RandomVariable method) (pytensor.typed_list.basic.Append method) (pytensor.typed_list.basic.Count method) (pytensor.typed_list.basic.Extend method) (pytensor.typed_list.basic.GetItem method) (pytensor.typed_list.basic.Index method) (pytensor.typed_list.basic.Insert method) (pytensor.typed_list.basic.Length method) (pytensor.typed_list.basic.MakeList method) (pytensor.typed_list.basic.Remove method) (pytensor.typed_list.basic.Reverse method) (pytensor.xtensor.math.Dot method) make_py_thunk() (pytensor.graph.op.Op method) make_thunk() built-in function make_thunk() (pytensor.graph.op.Op method) make_variable() (pytensor.graph.type.Type method) MakeList (class in pytensor.typed_list.basic) map() (in module pytensor) matrix() (in module pytensor.tensor) matrix_dot() (in module pytensor.tensor.nlinalg) matrix_power() (in module pytensor.tensor.nlinalg) max() (in module pytensor.tensor) (pytensor.tensor.variable._tensor_py_operators method) max_and_argmax() (in module pytensor.tensor) max_pool() (in module pytensor.sparse.sandbox.sp) maximum() (in module pytensor.tensor) (in module pytensor.xtensor.math) mean() (in module pytensor.tensor) (pytensor.tensor.variable._tensor_py_operators method) merge merge_num_denum() (pytensor.tensor.rewriting.math.AlgebraicCanonizer method) metaopt__verbose (config.config attribute) MetaType (class in pytensor.graph.utils) MethodNotDefined

mgrid() (in module pytensor.tensor) min() (in module pytensor.tensor) (pytensor.tensor.variable._tensor_py_operators method) minimize() (in module pytensor.tensor.optimize) minimize_scalar() (in module pytensor.tensor.optimize) minimum() (in module pytensor.tensor) (in module pytensor.xtensor.math) missing_test_message() (in module pytensor.graph.op) MissingInputError mod() (in module pytensor.xtensor.math) Mode (class in pytensor.compile.mode) mode (in module config) module compile config graph pytensor pytensor.compile.debugmode pytensor.compile.function pytensor.compile.io pytensor.compile.mode pytensor.compile.nanguardmode pytensor.compile.ops pytensor.compile.profilemode pytensor.compile.sharedvalue pytensor.d3viz pytensor.d3viz.d3viz pytensor.graph.basic pytensor.graph.features pytensor.graph.fg pytensor.graph.op pytensor.graph.replace pytensor.graph.type pytensor.graph.utils pytensor.printing pytensor.scan pytensor.sparse.basic pytensor.sparse.sandbox.sp pytensor.sparse.sandbox.sp2 pytensor.tensor.conv pytensor.tensor.elemwise pytensor.tensor.extra_ops pytensor.tensor.fft pytensor.tensor.functional pytensor.tensor.io pytensor.tensor.nlinalg pytensor.tensor.optimize pytensor.tensor.random pytensor.tensor.random.basic pytensor.tensor.random.op pytensor.tensor.random.type pytensor.tensor.random.var pytensor.tensor.rewriting.basic pytensor.tensor.rewriting.math pytensor.tensor.slinalg pytensor.tensor.utils pytensor.typed_list.basic pytensor.xtensor pytensor.xtensor.linalg pytensor.xtensor.math pytensor.xtensor.random pytensor.xtensor.type, [1] sparse sparse.sandbox tensor tensor.conv, [1] tensor.elemwise tensor.extra_ops tensor.io tensor.nlinalg tensor.rewriting.basic tensor.rewriting.math tensor.slinalg tensor.utils mul canonicalization mul specialization mul() (in module pytensor.sparse.basic) (in module pytensor.xtensor.math) MulSD (class in pytensor.sparse.basic) MulSS (class in pytensor.sparse.basic) MulSV (class in pytensor.sparse.basic) Multinomial (class in pytensor.sparse.sandbox.sp2) multinomial() (in module pytensor.xtensor.random) multiply() (in module pytensor.xtensor.math) multivariate_normal() (in module pytensor.xtensor.random) mutable (pytensor.compile.function.In attribute)

N

name (pytensor.compile.function.In attribute) NanGuardMode (class in pytensor.compile.nanguardmode) NanGuardMode__big_is_error (config.config attribute) NanGuardMode__inf_is_error (config.config attribute) NanGuardMode__nan_is_error (config.config attribute) nbinom() (in module pytensor.xtensor.random) ndim (pytensor.tensor.TensorType attribute) (pytensor.tensor.variable._tensor_py_operators property) Neg (class in pytensor.sparse.basic) neg() (in module pytensor.tensor) (in module pytensor.xtensor.math) neg_div_neg neg_neg negative() (in module pytensor.xtensor.math) negative_binomial() (in module pytensor.xtensor.random) neq() (in module pytensor.tensor) (in module pytensor.xtensor.math)

nin (pytensor.graph.basic.Apply property) nocleanup (in module config) Node (class in pytensor.graph.basic) node_colors (pytensor.d3viz.formatting.PyDotFormatter attribute) NodeFinder (class in pytensor.graph.features) NodeRewriter (built-in class) NominalVariable (class in pytensor.graph.basic) nonzero() (pytensor.tensor.variable._tensor_py_operators method) nonzero_values() (pytensor.tensor.variable._tensor_py_operators method) norm() (in module pytensor.tensor.nlinalg) (pytensor.tensor.variable._tensor_py_operators method) normal() (in module pytensor.xtensor.random) normalize_reduce_axis() (in module pytensor.tensor.utils) not_equal() (in module pytensor.tensor) (in module pytensor.xtensor.math) NotEqualSD (class in pytensor.sparse.basic) NotEqualSS (class in pytensor.sparse.basic) nout (pytensor.graph.basic.Apply property)

O

ogrid() (in module pytensor.tensor) on_attach() (pytensor.graph.features.Feature method) on_change_input() (pytensor.graph.features.Feature method) on_detach() (pytensor.graph.features.Feature method) on_import() (pytensor.graph.features.Feature method) on_opt_error (in module config) on_prune() (pytensor.graph.features.Feature method) on_shape_error (in module config) ones() (in module pytensor.tensor) ones_like() (in module pytensor.tensor) (in module pytensor.xtensor) Op, [1] (class in pytensor.graph.op) op (pytensor.graph.basic.Apply attribute) op_as_string() (in module pytensor.graph.basic) openmp (in module config) openmp_elemwise_minsize (in module config) OpFromGraph (class in pytensor.compile.builders)

Optimizer optimizer (in module config) (pytensor.compile.mode.Mode attribute) optimizer_excluding (config.config attribute) optimizer_including (in module config) optimizer_requiring (in module config) optimizer_verbose (in module config) or_() (in module pytensor.tensor) (in module pytensor.xtensor.math) orderings() (pytensor.graph.features.Feature method) (pytensor.graph.fg.FunctionGraph method) orphans_between() (in module pytensor.graph.basic) Out (class in pytensor.compile.function) out (pytensor.graph.basic.Apply property) outer() (in module pytensor.tensor) OutputGuard (class in pytensor.compile.ops) outputs (pytensor.graph.basic.Apply attribute) owens_t() (in module pytensor.xtensor.math)

P

pareto() (in module pytensor.xtensor.random) parse_mul_tree() (in module pytensor.tensor.rewriting.math) PatternNodeRewriter() built-in function perform() built-in function perform() (pytensor.compile.ops.DeepCopyOp method) (pytensor.compile.ops.FromFunctionOp method) (pytensor.compile.ops.TypeCastingOp method) (pytensor.graph.op.Op method) (pytensor.sparse.basic.AddSD method) (pytensor.sparse.basic.AddSS method) (pytensor.sparse.basic.AddSSData method) (pytensor.sparse.basic.Cast method) (pytensor.sparse.basic.ColScaleCSC method) (pytensor.sparse.basic.ConstructSparseFromList method) (pytensor.sparse.basic.CSM method) (pytensor.sparse.basic.CSMGrad method) (pytensor.sparse.basic.CSMProperties method) (pytensor.sparse.basic.DenseFromSparse method) (pytensor.sparse.basic.Diag method) (pytensor.sparse.basic.Dot method) (pytensor.sparse.basic.EnsureSortedIndices method) (pytensor.sparse.basic.GetItem2d method) (pytensor.sparse.basic.GetItem2Lists method) (pytensor.sparse.basic.GetItem2ListsGrad method) (pytensor.sparse.basic.GetItemList method) (pytensor.sparse.basic.GetItemListGrad method) (pytensor.sparse.basic.GetItemScalar method) (pytensor.sparse.basic.HStack method) (pytensor.sparse.basic.MulSD method) (pytensor.sparse.basic.MulSS method) (pytensor.sparse.basic.MulSV method) (pytensor.sparse.basic.Neg method) (pytensor.sparse.basic.Remove0 method) (pytensor.sparse.basic.RowScaleCSC method) (pytensor.sparse.basic.SamplingDot method) (pytensor.sparse.basic.SparseBlockDiagonal method) (pytensor.sparse.basic.SparseFromDense method) (pytensor.sparse.basic.SpSum method) (pytensor.sparse.basic.SquareDiagonal method) (pytensor.sparse.basic.StructuredAddSV method) (pytensor.sparse.basic.StructuredDot method) (pytensor.sparse.basic.StructuredDotGradCSC method) (pytensor.sparse.basic.StructuredDotGradCSR method) (pytensor.sparse.basic.Transpose method) (pytensor.sparse.basic.TrueDot method) (pytensor.sparse.basic.Usmm method) (pytensor.sparse.basic.VStack method) (pytensor.sparse.sandbox.sp.ConvolutionIndices method) (pytensor.sparse.sandbox.sp2.Binomial method) (pytensor.sparse.sandbox.sp2.Multinomial method) (pytensor.sparse.sandbox.sp2.Poisson method) (pytensor.tensor.elemwise.CAReduce method) (pytensor.tensor.elemwise.DimShuffle method) (pytensor.tensor.elemwise.Elemwise method) (pytensor.tensor.random.op.RandomVariable method) (pytensor.typed_list.basic.Append method) (pytensor.typed_list.basic.Count method) (pytensor.typed_list.basic.Extend method) (pytensor.typed_list.basic.GetItem method) (pytensor.typed_list.basic.Index method) (pytensor.typed_list.basic.Insert method) (pytensor.typed_list.basic.Length method) (pytensor.typed_list.basic.MakeList method) (pytensor.typed_list.basic.Remove method) (pytensor.typed_list.basic.Reverse method) perform_sigm_times_exp() (in module pytensor.tensor.rewriting.math) permutation() (in module pytensor.tensor.random.basic) pinv() (in module pytensor.tensor.nlinalg) Poisson (class in pytensor.sparse.sandbox.sp2) poisson() (in module pytensor.xtensor.random) polygamma() (in module pytensor.xtensor.math) pow specialization pow() (in module pytensor.xtensor.math) power() (in module pytensor.xtensor.math) pp() (in module pytensor.printing) prepare_node() (pytensor.graph.op.Op method) (pytensor.tensor.elemwise.Elemwise method) Print (class in pytensor.printing) print_active_device (in module config) print_test_value (in module config) PrintListener (class in pytensor.graph.features) process() (pytensor.tensor.elemwise.DimShufflePrinter method) prod() (in module pytensor.tensor) (pytensor.tensor.variable._tensor_py_operators method) profile (in module config) profile_memory (in module config) profile_optimizer (in module config) profiling__debugprint (config.config attribute) profiling__destination (config.config attribute) profiling__ignore_first_call (config.config attribute) profiling__min_memory_size (config.config attribute) profiling__min_peak_memory (config.config attribute) profiling__n_apply (config.config attribute) profiling__n_ops (config.config attribute) psi() (in module pytensor.tensor) (in module pytensor.xtensor.math) ptp() (in module pytensor.tensor) (pytensor.tensor.variable._tensor_py_operators method)

Pure PyDotFormatter (class in pytensor.d3viz.formatting) pydotprint() (in module pytensor.printing) pytensor module pytensor.compile.debugmode module pytensor.compile.function module pytensor.compile.io module pytensor.compile.mode module pytensor.compile.nanguardmode module pytensor.compile.ops module pytensor.compile.profilemode module pytensor.compile.sharedvalue module pytensor.d3viz module pytensor.d3viz.d3viz module pytensor.function pytensor.graph.basic module pytensor.graph.features module pytensor.graph.fg module pytensor.graph.op module pytensor.graph.replace module pytensor.graph.type module pytensor.graph.utils module pytensor.pp() (in module pytensor.printing) pytensor.printing module pytensor.scan module pytensor.sparse.basic module pytensor.sparse.sandbox.sp module pytensor.sparse.sandbox.sp2 module pytensor.tensor.conv module pytensor.tensor.elemwise module pytensor.tensor.extra_ops module pytensor.tensor.fft module pytensor.tensor.functional module pytensor.tensor.io module pytensor.tensor.nlinalg module pytensor.tensor.optimize module pytensor.tensor.random module pytensor.tensor.random.basic module pytensor.tensor.random.op module pytensor.tensor.random.type module pytensor.tensor.random.var module pytensor.tensor.rewriting.basic module pytensor.tensor.rewriting.math module pytensor.tensor.slinalg module pytensor.tensor.utils module pytensor.typed_list.basic module pytensor.xtensor module pytensor.xtensor.linalg module pytensor.xtensor.math module pytensor.xtensor.random module pytensor.xtensor.type module, [1] PYTENSOR_FLAGS, [1], [2], [3] PYTENSORRC, [1], [2]

Q

qr() (in module pytensor.tensor.nlinalg)

R

R_op() built-in function R_op() (pytensor.graph.op.Op method) (pytensor.sparse.basic.ConstructSparseFromList method) (pytensor.tensor.elemwise.DimShuffle method) (pytensor.tensor.elemwise.Elemwise method) (pytensor.tensor.random.op.RandomVariable method) rad2deg() (in module pytensor.xtensor.math) RandomGeneratorSharedVariable (class in pytensor.tensor.random.var) RandomGeneratorType (class in pytensor.tensor.random.type) RandomStream (class in pytensor.tensor.random) RandomType (class in pytensor.tensor.random.type) RandomVariable (class in pytensor.tensor.random.op) ravel() (pytensor.tensor.variable._tensor_py_operators method) ravel_multi_index() (in module pytensor.tensor.extra_ops) rayleigh() (in module pytensor.xtensor.random) real (pytensor.tensor.variable._tensor_py_operators property) real() (in module pytensor.tensor) (in module pytensor.xtensor.math) reciprocal() (in module pytensor.tensor) (in module pytensor.xtensor.math) reduce() (in module pytensor) register_deep_copy_op_c_code() (in module pytensor.compile.ops) register_view_op_c_code() (in module pytensor.compile.ops) RemovalNodeRewriter() built-in function Remove (class in pytensor.typed_list.basic) remove (in module pytensor.typed_list.basic) Remove0 (class in pytensor.sparse.basic) remove_client() (pytensor.graph.fg.FunctionGraph method) remove_feature() (pytensor.graph.fg.FunctionGraph method) remove_input() (pytensor.graph.fg.FunctionGraph method)

remove_node() (pytensor.graph.fg.FunctionGraph method) remove_output() (pytensor.graph.fg.FunctionGraph method) repeat() (in module pytensor.tensor.extra_ops) (pytensor.tensor.variable._tensor_py_operators method) replace() (pytensor.graph.fg.FunctionGraph method) replace_all() (pytensor.graph.fg.FunctionGraph method) replace_leaf() (in module pytensor.tensor.rewriting.math) replace_nominals_with_dummies() (in module pytensor.graph.basic) replace_patterns() (in module pytensor.d3viz.d3viz) replace_validate() (pytensor.graph.features.ReplaceValidate method) ReplaceValidate (class in pytensor.graph.features) require (RewriteDatabaseQuery attribute) requiring() (pytensor.compile.mode.Mode method) reshape() (pytensor.tensor.variable._tensor_py_operators method) reshape_chain Reverse (class in pytensor.typed_list.basic) reverse (in module pytensor.typed_list.basic) revert() (pytensor.graph.features.History method) rewrite() (GraphRewriter method) RewriteDatabaseQuery (built-in class) Rewriter rfft() (in module pytensor.tensor.fft) rng_fn() (pytensor.tensor.random.op.RandomVariable method) rng_param() (pytensor.tensor.random.op.RandomVariable method) roll() (in module pytensor.tensor) root() (in module pytensor.tensor.optimize) root_scalar() (in module pytensor.tensor.optimize) round() (in module pytensor.xtensor.math) (pytensor.tensor.variable._tensor_py_operators method) row() (in module pytensor.tensor) row_scale() (in module pytensor.sparse.basic) RowScaleCSC (class in pytensor.sparse.basic)

S

safe_json() (in module pytensor.d3viz.d3viz) SamplingDot (class in pytensor.sparse.basic) scalar() (in module pytensor.tensor) scalar_elemwise() (in module pytensor.tensor.elemwise) scalarconsts_rest() (in module pytensor.tensor.rewriting.math) scan() (in module pytensor) scan__allow_gc (config.config attribute) scan__allow_output_prealloc (config.config attribute) scan_checkpoints() (in module pytensor.scan) searchsorted() (in module pytensor.tensor.extra_ops) second() (in module pytensor.xtensor.math) See unsafe_rewrites seed() (pytensor.tensor.random.RandomStream method) set() (pytensor.tensor.variable._tensor_py_operators method) set_subtensor() (in module pytensor.tensor.subtensor) set_value() (pytensor.compile.sharedvalue.SharedVariable method) setup_var() (pytensor.graph.fg.FunctionGraph method) shape (pytensor.tensor.TensorType attribute) shape promotion shape() (in module pytensor.tensor) shape_of_variables() (in module pytensor.tensor.utils) shape_padaxis() (in module pytensor.tensor) shape_padleft() (in module pytensor.tensor) shape_padright() (in module pytensor.tensor) shapes (pytensor.d3viz.formatting.PyDotFormatter attribute) Shared Variable shared() (in module pytensor) (in module pytensor.compile.sharedvalue) shared_constructor() (in module pytensor.compile.sharedvalue) SharedVariable (class in pytensor.compile.sharedvalue) sigmoid() (in module pytensor.xtensor.math) sign() (in module pytensor.tensor) (in module pytensor.xtensor.math) simple_extract_stack() (in module pytensor.graph.utils) simplify() (pytensor.tensor.rewriting.math.AlgebraicCanonizer method) simplify_constants() (pytensor.tensor.rewriting.math.AlgebraicCanonizer method) simplify_factors() (pytensor.tensor.rewriting.math.AlgebraicCanonizer method) simplify_mul() (in module pytensor.tensor.rewriting.math) sin() (in module pytensor.xtensor.math) sinh() (in module pytensor.xtensor.math) size_param() (pytensor.tensor.random.op.RandomVariable method) slogdet() (in module pytensor.tensor.nlinalg) softmax() (in module pytensor.xtensor.math) softplus() (in module pytensor.xtensor.math) solve() (in module pytensor.tensor.slinalg) (in module pytensor.xtensor.linalg) solve_continuous_lyapunov() (in module pytensor.tensor.slinalg) solve_discrete_are() (in module pytensor.tensor.slinalg) solve_discrete_lyapunov() (in module pytensor.tensor.slinalg) solve_triangular() (in module pytensor.tensor.slinalg) sort() (pytensor.tensor.variable._tensor_py_operators method) sp_ones_like() (in module pytensor.sparse.basic) sp_sum() (in module pytensor.sparse.basic)

sp_zeros_like() (in module pytensor.sparse.basic) sparse module sparse.sandbox module sparse_dot sparse_formats (in module pytensor.sparse.basic) sparse_grad() (in module pytensor.sparse) SparseBlockDiagonal (class in pytensor.sparse.basic) SparseConstant (class in pytensor.sparse.basic) SparseConstantSignature (class in pytensor.sparse.basic) SparseFromDense (class in pytensor.sparse.basic) SparseVariable (class in pytensor.sparse.basic) specialize() built-in function specify_shape() (in module pytensor.tensor) SpSum (class in pytensor.sparse.basic) sqr() (in module pytensor.tensor) (in module pytensor.xtensor.math) sqrt() (in module pytensor.tensor) (in module pytensor.xtensor.math) square() (in module pytensor.xtensor.math) SquareDiagonal (class in pytensor.sparse.basic) squeeze() (in module pytensor.tensor.extra_ops) (pytensor.tensor.variable._tensor_py_operators method) (pytensor.xtensor.type.XTensorVariable method) stack() (in module pytensor.tensor) stacklists() (in module pytensor.tensor) standard_normal() (in module pytensor.tensor.random.basic) (in module pytensor.xtensor.random) std() (in module pytensor.tensor) (pytensor.tensor.variable._tensor_py_operators method) StochasticOrder (class in pytensor.compile.debugmode) Storage strict (pytensor.compile.function.In attribute) StripPickler (class in pytensor.misc.pkl_utils) structured_dot() (in module pytensor.sparse.basic) StructuredAddSV (class in pytensor.sparse.basic) StructuredDot (class in pytensor.sparse.basic) StructuredDotGradCSC (class in pytensor.sparse.basic) StructuredDotGradCSR (class in pytensor.sparse.basic) sub() (in module pytensor.sparse.basic) (in module pytensor.xtensor.math) subquery (RewriteDatabaseQuery attribute) SubstitutionNodeRewriter() built-in function subtract() (in module pytensor.xtensor.math) sum() (in module pytensor.tensor) (pytensor.tensor.variable._tensor_py_operators method) sum_scalar_mul svd() (in module pytensor.tensor.nlinalg) swapaxes() (pytensor.tensor.variable._tensor_py_operators method) switch() (in module pytensor.tensor) (in module pytensor.xtensor.math)

T

T (pytensor.tensor.variable._tensor_py_operators attribute) (pytensor.xtensor.type.XTensorVariable property) t() (in module pytensor.xtensor.random) take() (pytensor.tensor.variable._tensor_py_operators method) tan() (in module pytensor.xtensor.math) tanh() (in module pytensor.xtensor.math) tensor module tensor.conv module, [1] tensor.elemwise module tensor.extra_ops module tensor.io module tensor.nlinalg module tensor.rewriting.basic module tensor.rewriting.math module tensor.slinalg module tensor.utils module tensor3() (in module pytensor.tensor) tensor4() (in module pytensor.tensor) tensor5() (in module pytensor.tensor) tensor6() (in module pytensor.tensor) tensor7() (in module pytensor.tensor) TensorConstant (class in pytensor.tensor) tensordot() (in module pytensor.tensor) tensorinv() (in module pytensor.tensor.nlinalg)

TensorSharedVariable (class in pytensor.tensor) tensorsolve() (in module pytensor.tensor.nlinalg) TensorType (class in pytensor.tensor) TensorVariable (class in pytensor.tensor) TestValueError ThunkType (class in pytensor.graph.op) tile() (in module pytensor.tensor) toposort() (pytensor.graph.fg.FunctionGraph method) trace() (in module pytensor.tensor.nlinalg) (pytensor.tensor.variable._tensor_py_operators method) traceback__compile_limit (config.config attribute) traceback__limit (config.config attribute) tracks() (pytensor.tensor.rewriting.math.AlgebraicCanonizer method) transfer() (pytensor.tensor.variable._tensor_py_operators method) transform() (NodeRewriter method) (pytensor.tensor.rewriting.math.AlgebraicCanonizer method) Transpose (class in pytensor.sparse.basic) transpose() (pytensor.tensor.variable._tensor_py_operators method) (pytensor.xtensor.type.XTensorVariable method) tri_gamma() (in module pytensor.xtensor.math) triangular() (in module pytensor.xtensor.random) true_div() (in module pytensor.xtensor.math) true_divide() (in module pytensor.xtensor.math) true_dot() (in module pytensor.sparse.basic) TrueDot (class in pytensor.sparse.basic) trunc() (in module pytensor.xtensor.math) truncated_graph_inputs() (in module pytensor.graph.basic) truncexpon() (in module pytensor.xtensor.random) Type, [1] (class in pytensor.graph.type) type (pytensor.tensor.variable._tensor_py_operators attribute) TypeCastingOp (class in pytensor.compile.ops) TypedListConstant (class in pytensor.typed_list.basic) TypedListVariable (class in pytensor.typed_list.basic)

U

uniform() (in module pytensor.xtensor.random) unique() (in module pytensor.tensor.extra_ops) unique_value (pytensor.sparse.basic.SparseConstant property) unravel_index() (in module pytensor.tensor.extra_ops)

update (pytensor.compile.function.In attribute) update() (pytensor.tensor.random.op.RandomVariable method) updates() (pytensor.tensor.random.RandomStream method) Usmm (class in pytensor.sparse.basic)

V

ValidatingScratchpad (class in pytensor.graph.utils) Validator (class in pytensor.graph.features) value (pytensor.compile.function.In attribute) values_eq() (pytensor.graph.type.Type class method) (pytensor.tensor.random.type.RandomGeneratorType static method) values_eq_approx() (pytensor.graph.type.Type class method) var() (in module pytensor.tensor) (pytensor.tensor.variable._tensor_py_operators method) Variable, [1] (class in pytensor.graph.basic) variable (pytensor.compile.function.In attribute) (pytensor.compile.function.Out attribute) variable_depends_on() (in module pytensor.graph.basic) variable_type (pytensor.graph.type.Type attribute) (pytensor.xtensor.type.XTensorType attribute) vars_between() (in module pytensor.graph.basic)

vector() (in module pytensor.tensor) vectorize() (in module pytensor.tensor.functional) vectorize_graph() (in module pytensor.graph.replace) vectorize_node() (in module pytensor.graph.replace) View view_map (pytensor.compile.ops.TypeCastingOp attribute) (pytensor.graph.op.Op attribute) (pytensor.sparse.basic.CSMProperties attribute) (pytensor.sparse.basic.RowScaleCSC attribute) (pytensor.sparse.basic.Transpose attribute) (pytensor.tensor.elemwise.DimShuffle attribute) (pytensor.typed_list.basic.GetItem attribute) view_roots() (in module pytensor.graph.basic) ViewOp (class in pytensor.compile.ops) vonmises() (in module pytensor.xtensor.random) VStack (class in pytensor.sparse.basic) vstack() (in module pytensor.sparse.basic)

W

wald() (in module pytensor.xtensor.random) walk() (in module pytensor.graph.basic) warn__ignore_bug_before (config.config attribute)

warn_float64 (in module config) weibull() (in module pytensor.xtensor.random) where() (in module pytensor.tensor) (in module pytensor.xtensor.math)

X

xor() (in module pytensor.tensor) (in module pytensor.xtensor.math) xtensor() (in module pytensor.xtensor.type)

xtensor_constant() (in module pytensor.xtensor.type) XTensorConstant (class in pytensor.xtensor.type) XTensorType (class in pytensor.xtensor.type) XTensorVariable (class in pytensor.xtensor.type)

Z

zeros() (in module pytensor.tensor) zeros_like() (in module pytensor.tensor) (in module pytensor.xtensor) (pytensor.tensor.variable._tensor_py_operators method)