Index

_

__call__() (built-in function) (PureType method) (printing.Print method) __eq__() (built-in function) (PureType method) __hash__() (built-in function) (PureType method) __init__() (debugmode.DebugMode method) (function.Out method) (function.Param method) (io.In method) (printing.Print method) (shared.SharedVariable method) (theano.tensor.TensorType method)

__props__ __str__() (built-in function) _f16_ok (Op attribute) _tensor_py_operators (class in theano.tensor)

A

abs_() (in module theano.tensor) abs_rel_err() (theano.gradient.numeric_grad static method) abs_rel_errors() (theano.gradient.numeric_grad method) add canonicalization add specialization add() (in module theano.sparse.basic) add_requirements() (Optimizer method) add_tag_trace() (in module theano.gof.utils) addbroadcast() (in module theano.tensor) algo_bwd (config.config.dnn.conv attribute) algo_fwd (config.config.dnn.conv attribute) all() (in module theano.tensor) allclose() (in module theano.tensor) alloc() (in module theano.tensor) AllocDiag (class in theano.tensor.nlinalg) allow_gc (in module config) allow_output_prealloc (config.scan attribute) amdlibm (config.config.lib attribute)

and_() (in module theano.tensor) angle() (in module theano.tensor) any() (in module theano.tensor) append (in module theano.typed_list.basic) Apply, [1] apply() (Optimizer method) applySparseFilter() (in module theano.sparse.sandbox.sp) argmax() (in module theano.tensor) argmin() (in module theano.tensor) argsort() (theano.tensor._tensor_py_operators method) as_destructive() (theano.sandbox.cuda.rng_curand.CURAND_Base method) as_op() (in module theano.compile.ops) as_sparse() (in module theano.sparse.basic) as_sparse_or_tensor_variable() (in module theano.sparse.basic) as_sparse_variable() (in module theano.sparse.basic) as_tensor_variable() (in module theano.tensor) assert_no_cpu_op (in module config) astype() (theano.tensor._tensor_py_operators method)

B

BadDestroyMap (class in debugmode) BadOptimization (class in debugmode) BadThunkOutput (class in debugmode) BadViewMap (class in debugmode) bartlett() (in module theano.tensor.extra_ops) base_compiledir (in module config) BaseGpuCorr3dMM (class in theano.sandbox.cuda.blas) BaseGpuCorrMM (class in theano.sandbox.cuda.blas) batched_dot() (in module theano.tensor) batched_tensordot() (in module theano.tensor) binary_crossentropy() (in module tensor.nnet) bincount() (in module theano.tensor.extra_ops)

BinCountOp (class in theano.tensor.extra_ops) Binomial (class in theano.sparse.sandbox.sp2) binomial() (in module raw_random) bitwise_and() (in module theano.tensor) bitwise_not() (in module theano.tensor) bitwise_or() (in module theano.tensor) bitwise_xor() (in module theano.tensor) Bookkeeper (class in theano.gof.toolbox) borrow (function.Out attribute) broadcastable (theano.tensor.TensorType attribute) Broadcasting

C

c_cleanup() (CLinkerType method) (theano.gof.type.CLinkerType method) c_cleanup_code_struct() (Op method) c_code() (Op method) c_code_cache_version() (CLinkerType method) (Op method) (theano.gof.type.CLinkerType method) c_code_cache_version_apply() (Op method) c_code_cleanup() (Op method) c_code_helper() (theano.sandbox.cuda.blas.BaseGpuCorr3dMM method) (theano.sandbox.cuda.blas.BaseGpuCorrMM method) c_code_reduce_01X() (theano.sandbox.cuda.basic_ops.GpuCAReduce method) c_code_reduce_ccontig() (theano.sandbox.cuda.basic_ops.GpuCAReduce method) c_compile_args() (CLinkerType method) (Op method) c_compiler() (CLinkerType method) c_declare() (CLinkerType method) (theano.gof.type.CLinkerType method) c_extract() (CLinkerType method) (theano.gof.type.CLinkerType method) c_extract_out() (theano.gof.type.CLinkerType method) c_header_dirs() (CLinkerType method) (Op method) c_headers() (CLinkerType method) (Op method) c_init() (CLinkerType method) (theano.gof.type.CLinkerType method) c_init_code() (CLinkerType method) (Op method) c_init_code_apply() (Op method) c_init_code_struct() (Op method) c_is_simple() (theano.gof.type.CLinkerType method) c_lib_dirs() (CLinkerType method) (Op method) c_libraries() (CLinkerType method) (Op method) c_literal() (theano.gof.type.CLinkerType method) c_no_compile_args() (CLinkerType method) (Op method) c_support_code() (CLinkerType method) (Op method) c_support_code_apply() (Op method) c_support_code_struct() (Op method) c_sync() (CLinkerType method) (theano.gof.type.CLinkerType method) canonicalize() (built-in function) cast() (in module theano.sparse.basic) (in module theano.tensor) cast_policy (in module config) categorical_crossentropy() (in module tensor.nnet) CDataType (class in theano.gof.type) ceil() (in module theano.tensor) check_preallocated_output (config.config.DebugMode attribute) check_preallocated_output_ndim (config.config.DebugMode attribute) chi2sf() (in module theano.tensor) Cholesky (class in theano.tensor.slinalg) CholeskyGrad (class in theano.tensor.slinalg) choose() (in module theano.tensor.basic) clean() (in module theano.sparse.basic) CLinkerType (built-in class) (class in theano.gof.type) clip() (in module theano.tensor) (theano.tensor._tensor_py_operators method) clone() (in module theano) (PureType method) (theano.gof.type.PureType.Constant method) (theano.gof.type.PureType.Variable method) cnmem (config.config.lib attribute) col() (in module theano.sandbox.cuda.basic_ops) (in module theano.tensor) col_scale() (in module theano.sparse.basic)

compatible_type (theano.tensor.extra_ops.BinCountOp attribute) compilation_warning (config.config.cmodule attribute) compile (in module config) (module) compiledir (in module config) compiledir_format (in module config) compress() (in module theano.tensor.extra_ops) compute_test_value (in module config) compute_test_value_opt (in module config) concatenate() (in module theano.tensor) conf() (theano.tensor._tensor_py_operators method) config (module) consider_constant() (in module theano.gradient) Constant, [1] constant elimination constant folding constructors (in module shared) container (shared.SharedVariable attribute) conv (module), [1] conv2d() (in module theano.tensor.nnet.conv) (in module theano.tensor.signal.conv) conv2d_fft() (in module theano.sandbox.cuda.fftconv) conv3D() (in module theano.tensor.nnet.Conv3D) conv3d() (in module theano.tensor.nnet.conv3d2d) conv3d_fft() (in module theano.sandbox.cuda.fftconv) convert_variable() (theano.gof.type.PureType method) ConvolutionIndices (class in theano.sparse.sandbox.sp) convolve() (in module theano.sparse.sandbox.sp) copy() (theano.compile.function_module.Function method) (theano.tensor._tensor_py_operators method) copy_into() (theano.sandbox.cuda.basic_ops.GpuIncSubtensor method) copy_of_x() (theano.sandbox.cuda.basic_ops.GpuIncSubtensor method) CopyOnNegativeStrides (class in theano.sandbox.cuda.basic_ops) cos() (in module theano.tensor) cosh() (in module theano.tensor) count (in module theano.typed_list.basic) CpuContiguous (class in theano.tensor.extra_ops) csm_data() (in module theano.sparse.basic) csm_indices() (in module theano.sparse.basic) csm_indptr() (in module theano.sparse.basic) csm_shape() (in module theano.sparse.basic) CudaNdarraySharedVariable (class in theano.sandbox.cuda.var) cumprod() (in module theano.tensor.extra_ops) cumsum() (in module theano.tensor.extra_ops) CURAND_Base (class in theano.sandbox.cuda.rng_curand) CURAND_Normal (class in theano.sandbox.cuda.rng_curand) CURAND_RandomStreams (class in theano.sandbox.cuda.rng_curand) CURAND_Uniform (class in theano.sandbox.cuda.rng_curand) cxx (in module config) cxxflags (config.config.gcc attribute)

D

DebugMode (class in debugmode) (in module config) debugmode (module) DebugModeError (class in debugmode) debugprint() (in module theano.printing) default (function.Param attribute) default_output deprecated() (in module theano.gof.utils) destination (config.config.profiling attribute) Destructive Det (class in theano.tensor.nlinalg) device (in module config) diag() (in module theano.tensor.nlinalg) diagonal() (theano.tensor._tensor_py_operators method) diff() (in module theano.tensor.extra_ops)

difference() (in module theano.gof.utils) dimshuffle() (theano.tensor._tensor_py_operators method) disconnected_grad() (in module theano.gradient) DisconnectedInputError DisconnectedType (class in theano.gradient) do_constant_folding() (built-in function) do_type_checking() (theano.sandbox.cuda.basic_ops.GpuIncSubtensor method) dot() (in module theano) (in module theano.sparse.basic) (in module theano.tensor) dot22 DotModulo (class in theano.sandbox.rng_mrg) DoubleOp (class in theano.misc.doubleop) downsample (module) dtype (theano.tensor._tensor_py_operators attribute) (theano.tensor.TensorType attribute) dump() (in module theano.misc.pkl_utils)

E

Eig (class in theano.tensor.nlinalg) Eigh (class in theano.tensor.nlinalg) EighGrad (class in theano.tensor.nlinalg) Eigvalsh (class in theano.tensor.slinalg) EigvalshGrad (class in theano.tensor.slinalg) Elementwise elemwise fusion environment variable THEANORC, [1], [2], [3], [4] THEANO_FLAGS, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13] eq() (in module theano.tensor) erf() (in module theano.tensor) erfinv() (in module theano.tensor) eval() (theano.gof.type.PureType.Variable method)

evaluate() (theano.sparse.sandbox.sp.ConvolutionIndices static method) exception_verbosity (in module config) exclude (Query attribute) excluding() (mode.Mode method) exp() (in module theano.tensor) Expm (class in theano.tensor.slinalg) ExpmGrad (class in theano.tensor.slinalg) Expression Expression Graph extend (in module theano.typed_list.basic) ExtractDiag (class in theano.tensor.nlinalg) eye() (in module theano.tensor)

F

FAST_COMPILE (in module mode) FAST_RUN (in module mode) fastmath (config.config.nvcc attribute) Feature (class in theano.gof.toolbox) fft() (in module conv) (in module downsample) fgraph (module), [1] fill cut fill() (in module theano.tensor) fill_diagonal() (in module theano.tensor.extra_ops) fill_diagonal_offset() (in module theano.tensor.extra_ops) filter() (PureType method) (theano.gof.type.PureType method) filter_inplace() (PureType method) filter_variable() (theano.gof.type.PureType method) finder (function.Function attribute) flatten() (in module theano.gof.utils) (in module theano.tensor) (theano.tensor._tensor_py_operators method)

floatX (in module config) floor() (in module theano.tensor) flops() (built-in function) (theano.sandbox.cuda.blas.BaseGpuCorr3dMM method) (theano.sandbox.cuda.blas.BaseGpuCorrMM method) (theano.sandbox.cuda.blas.GpuConv method) foldl() (in module theano) foldr() (in module theano) force_device (in module config) format_as() (in module theano.gradient) free() (theano.compile.function_module.Function method) FromFunctionOp (class in theano.compile.ops) Function (class in theano.compile.function_module) function (module) function() (in module function) (in module theano) function_dump() (in module theano) (in module theano.compile.function) FunctionGraph (class in fgraph) (class in theano.gof.fg)

G

gamma() (in module theano.tensor) gammaln() (in module theano.tensor) ge() (in module theano.tensor) gemm gen() (shared_randomstreams.RandomStreams method) Generic (class in theano.gof.type) get_context() (Op method) get_helper_c_code_args() (theano.sandbox.cuda.basic_ops.GpuIncSubtensor method) get_scalar_constant_value() (theano.tensor._tensor_py_operators method) get_shape_info() (PureType method) get_size() (PureType method) get_substream_rstates() (theano.sandbox.rng_mrg.MRG_RandomStreams method) get_value() (theano.sandbox.cuda.var.CudaNdarraySharedVariable method) getitem (in module theano.typed_list.basic) give_variables_names() (in module theano.gof.utils) gof (module) GPU transfer GpuAdvancedIncSubtensor1 (class in theano.sandbox.cuda.basic_ops) GpuAdvancedIncSubtensor1_dev20 (class in theano.sandbox.cuda.basic_ops) GpuAdvancedSubtensor1 (class in theano.sandbox.cuda.basic_ops) GpuAlloc (class in theano.sandbox.cuda.basic_ops) GpuAllocEmpty (class in theano.sandbox.cuda.basic_ops) GpuCAReduce (class in theano.sandbox.cuda.basic_ops) GpuContiguous (class in theano.sandbox.cuda.basic_ops) GpuConv (class in theano.sandbox.cuda.blas) GpuCorr3dMM (class in theano.sandbox.cuda.blas) GpuCorr3dMM_gradInputs (class in theano.sandbox.cuda.blas) GpuCorr3dMM_gradWeights (class in theano.sandbox.cuda.blas) GpuCorrMM (class in theano.sandbox.cuda.blas) GpuCorrMM_gradInputs (class in theano.sandbox.cuda.blas) GpuCorrMM_gradWeights (class in theano.sandbox.cuda.blas)

GpuCrossentropySoftmax1HotWithBiasDx (class in theano.sandbox.cuda.nnet) GpuCrossentropySoftmaxArgmax1HotWithBias (class in theano.sandbox.cuda.nnet) GpuDimShuffle (class in theano.sandbox.cuda.basic_ops) GpuDot22 (class in theano.sandbox.cuda.blas) GpuDot22Scalar (class in theano.sandbox.cuda.blas) GpuDownsampleFactorMax (class in theano.sandbox.cuda.blas) GpuDownsampleFactorMaxGrad (class in theano.sandbox.cuda.blas) GpuDownsampleFactorMaxGradGrad (class in theano.sandbox.cuda.blas) GpuElemwise (class in theano.sandbox.cuda.basic_ops) GpuFlatten (class in theano.sandbox.cuda.basic_ops) GpuFromHost (class in theano.sandbox.cuda.basic_ops) GpuGemm (class in theano.sandbox.cuda.blas) GpuGemv (class in theano.sandbox.cuda.blas) GpuGer (class in theano.sandbox.cuda.blas) GpuIncSubtensor (class in theano.sandbox.cuda.basic_ops) GpuJoin (class in theano.sandbox.cuda.basic_ops) GpuReshape (class in theano.sandbox.cuda.basic_ops) GpuShape (class in theano.sandbox.cuda.basic_ops) GpuSoftmax (class in theano.sandbox.cuda.nnet) GpuSoftmaxWithBias (class in theano.sandbox.cuda.nnet) GpuSubtensor (class in theano.sandbox.cuda.basic_ops) grad() (built-in function) (in module theano.gradient), [1] (theano.tensor.nlinalg.Eigh method) (theano.tensor.nlinalg.MatrixInverse method) grad_clip() (in module theano.gradient) grad_not_implemented() (in module theano.gradient) grad_undefined() (in module theano.gradient) gradient (module) GradientError Graph graph construct Apply Constant Op Type Variable gt() (in module theano.tensor) guess_n_streams() (in module theano.sandbox.rng_mrg)

H

hard_sigmoid() (in module tensor.nnet) hash_from_dict() (in module theano.gof.utils) hash_from_file() (in module theano.gof.utils) hash_from_ndarray() (in module theano.tensor.utils) hessian() (in module theano.gradient) Hint (class in theano.sandbox.linalg.ops)

HintsFeature (class in theano.sandbox.linalg.ops) HintsOptimizer (class in theano.sandbox.linalg.ops) History (class in theano.gof.toolbox) HostFromGpu (class in theano.sandbox.cuda.basic_ops) hstack() (in module theano.sparse.basic)

I

identity_like() (in module theano.tensor) ignore_bug_before (config.config.warn attribute) imag() (in module theano.tensor) Images2Neibs (class in theano.sandbox.neighbours) images2neibs() (in module theano.sandbox.neighbours) (in module theano.tensor.nnet.neighbours) In (class in io) inc_rstate() (theano.sandbox.rng_mrg.MRG_RandomStreams method) inc_subtensor serialization inc_subtensor() (in module theano.tensor) include (Query attribute) including() (mode.Mode method) inf_is_error (config.config.NanGuardMode attribute) infer_shape() (built-in function) (Op method) init (config.config.pycuda attribute) init_gpu_device (in module config) Inplace inplace_elemwise

inplace_random inplace_setsubtensor insert (in module theano.typed_list.basic) int_division (in module config) inv() (in module theano.tensor) inv_finder (function.Function attribute) InvalidValueError (class in debugmode) invert() (in module theano.tensor) io (module) irecv() (in module theano.tensor.io) iround() (in module theano.tensor) is_valid_value() (PureType method) (theano.gof.type.PureType method) isclose() (in module theano.tensor) isend() (in module theano.tensor.io) isinf() (in module theano.tensor) isnan() (in module theano.tensor)

J

jacobian() (in module theano.gradient)

K

kron() (in module theano.tensor.slinalg)

L

ldflags (config.config.blas attribute) le() (in module theano.tensor) length (in module theano.typed_list.basic) Linker, [1] linker (in module config) (mode.Mode attribute) load() (in module theano.misc.pkl_utils) (in module theano.tensor.io) LoadFromDisk (class in theano.tensor.io)

local_alloc_elemwise_assert (config.config.experimental attribute) local_log_softmax local_remove_all_assert LocalOptimizer (built-in class) log() (in module theano.tensor) Lop() (in module theano.gradient) lt() (in module theano.tensor)

M

mac_framework_link (config.config.cmodule attribute) make_list (in module theano.typed_list.basic) make_node() (built-in function) (theano.sandbox.blocksparse.SparseBlockGemv method) (theano.sandbox.blocksparse.SparseBlockOuter method) (theano.sandbox.cuda.basic_ops.GpuAdvancedIncSubtensor1_dev20 method) (theano.sandbox.neighbours.Images2Neibs method) make_thunk() (built-in function) make_variable() (PureType method) (theano.gof.type.PureType method) make_view_array() (theano.sandbox.cuda.basic_ops.GpuIncSubtensor method) map() (in module theano) matrix() (in module theano.sandbox.cuda.basic_ops) (in module theano.tensor) matrix_dot() (in module theano.tensor.nlinalg) MatrixInverse (class in theano.tensor.nlinalg) MatrixPinv (class in theano.tensor.nlinalg) max() (in module theano.tensor) max_and_argmax() (in module theano.tensor) max_err() (theano.gradient.numeric_grad method) max_pool() (in module theano.sparse.sandbox.sp) max_pool_2d() (in module theano.tensor.signal.downsample) max_pool_2d_same_size() (in module theano.tensor.signal.downsample) maximum() (in module theano.tensor) may_share_memory() (PureType method) mean() (in module theano.tensor) memoize() (in module theano.gof.utils) merge

MethodNotDefined mgrid() (in module theano.tensor) min() (in module theano.tensor) min_memory_size (config.config.profiling attribute) min_peak_memory (config.config.profiling attribute) minimum() (in module theano.tensor) Mode (class in mode) mode (in module config) (module) mpi_send_wait_key() (in module theano.tensor.io) mpi_tag_key() (in module theano.tensor.io) MPIRecv (class in theano.tensor.io) MPIRecvWait (class in theano.tensor.io) MPISend (class in theano.tensor.io) MPISendWait (class in theano.tensor.io) MRG_RandomStreams (class in theano.sandbox.rng_mrg) mul canonicalization mul specialization mul() (in module theano.sparse.basic) Multinomial (class in theano.sparse.sandbox.sp2) multinomial() (in module raw_random) (theano.sandbox.rng_mrg.MRG_RandomStreams method) multMatVect() (in module theano.sandbox.rng_mrg) mutable (function.Param attribute)

N

n_apply (config.config.profiling attribute) n_ops (config.config.profiling attribute) name (function.Param attribute) nan_is_error (config.config.NanGuardMode attribute), [1] NanGuardMode (class in theano.compile.nanguardmode) nanguardmode (module) ndim (theano.tensor._tensor_py_operators attribute) (theano.tensor.TensorType attribute) neg() (in module theano.tensor) neg_div_neg neg_neg neibs2images() (in module theano.sandbox.neighbours) (in module theano.tensor.nnet.neighbours) neq() (in module theano.tensor)

new_auto_update() (theano.sandbox.cuda.rng_curand.CURAND_Base class method) next_seed() (theano.sandbox.cuda.rng_curand.CURAND_RandomStreams method) nnet (module) nocleanup (in module config) NodeFinder (class in theano.gof.toolbox) nonzero() (theano.tensor._tensor_py_operators method) nonzero_values() (theano.tensor._tensor_py_operators method) norm() (theano.tensor._tensor_py_operators method) normal() (in module raw_random) (theano.sandbox.cuda.rng_curand.CURAND_RandomStreams method) (theano.sandbox.rng_mrg.MRG_RandomStreams method) NullTypeGradError numeric_grad (class in theano.gradient) numpy (in module config)

O

ogrid() (in module theano.tensor) on_attach() (theano.gof.toolbox.Feature method) on_change_input() (theano.gof.toolbox.Feature method) on_detach() (theano.gof.toolbox.Feature method) on_import() (theano.gof.toolbox.Feature method) on_opt_error (in module config) on_prune() (theano.gof.toolbox.Feature method) on_shape_error (in module config) ones_like() (in module theano.tensor) Op, [1] (built-in class) openmp (in module config) openmp_elemwise_minsize (in module config) OpFromGraph (class in theano.compile.builders) OpRemove() (built-in function)

OpSub() (built-in function) Optimization optimize() (Optimizer method) Optimizer (built-in class) optimizer (in module config) (mode.Mode attribute) optimizer_excluding (in module config) optimizer_including (in module config) optimizer_requiring (in module config) optimizer_verbose (in module config) or_() (in module theano.tensor) orderings() (theano.gof.toolbox.Feature method) Out (class in function) outer() (in module theano.tensor) OutputGuard (class in theano.compile.ops)

P

Param (class in function) (class in theano) patternbroadcast() (in module theano.tensor) PatternSub() (built-in function) perform() (built-in function) (theano.tensor.nlinalg.EighGrad method) (theano.tensor.nlinalg.ExtractDiag method) (theano.tensor.slinalg.CholeskyGrad method) permutation() (in module raw_random) Poisson (class in theano.sparse.sandbox.sp2) pow specialization pp() (in module theano.printing) preload_cache (config.config.cmodule attribute) Print (class in printing) print_active_device (in module config) print_summary() (profilemode.ProfileMode method) printing (module) PrintListener (class in theano.gof.toolbox) prod() (in module theano.tensor)

profile (in module config) profile_memory (in module config) profile_optimizer (in module config) ProfileMode (class in profilemode) profilemode (module) psd() (in module theano.sandbox.linalg.ops) psi() (in module theano.tensor) ptp() (in module theano.tensor) Pure PureType (built-in class) (class in theano.gof.type) PureType.Constant (class in theano.gof.type) PureType.Variable (class in theano.gof.type) pydotprint() (in module theano.printing) python_constant_folding() (Op method)

Q

qr() (in module theano.tensor.nlinalg) QRFull (class in theano.tensor.nlinalg)

QRIncomplete (class in theano.tensor.nlinalg) Query (built-in class)

R

R_op() (built-in function) (theano.tensor.nlinalg.MatrixInverse method) random_integers() (in module raw_random) random_state_type() (in module raw_random) RandomFunction (class in raw_random) RandomStateType (class in raw_random) RandomStreams (class in shared_randomstreams) RandomStreamsBase (class in raw_random) RandomVariable (class in shared_randomstreams) ravel() (theano.tensor._tensor_py_operators method) raw_random (module) real() (in module theano.tensor) Rebroadcast (class in theano.compile.ops) recv() (in module theano.tensor.io) reduce() (in module theano) register_deep_copy_op_c_code() (in module theano.compile.ops) register_rebroadcast_c_code() (in module theano.compile.ops) register_shape_c_code() (in module theano.compile.ops) register_shape_i_c_code() (in module theano.compile.ops) register_specify_shape_c_code() (in module theano.compile.ops) register_view_op_c_code() (in module theano.compile.ops)

relu() (in module theano.tensor.nnet) remove (in module theano.typed_list.basic) remove() (in module theano.gof.utils) remove_gxx_opt (config.config.cmodule attribute) reoptimize_unpickled_function (in module config) repeat() (in module theano.tensor.extra_ops) (theano.tensor._tensor_py_operators method) replace_validate() (theano.gof.toolbox.ReplaceValidate method) ReplaceValidate (class in theano.gof.toolbox) require (Query attribute) requiring() (mode.Mode method) reshape() (in module theano.tensor) (theano.tensor._tensor_py_operators method) reshape_chain reverse (in module theano.typed_list.basic) revert() (theano.gof.toolbox.History method) rng (shared_randomstreams.RandomVariable attribute) root (config.config.cuda attribute) Rop() (in module theano.gradient) round() (in module theano.tensor) (theano.tensor._tensor_py_operators method) row() (in module theano.sandbox.cuda.basic_ops) (in module theano.tensor) row_scale() (in module theano.sparse.basic)

S

sandbox (module) sandbox.blocksparse (module) sandbox.cuda (module) sandbox.cuda.type (module) sandbox.cuda.var (module) sandbox.linalg (module) sandbox.neighbours (module), [1] sandbox.rng_mrg (module) scalar() (in module theano.sandbox.cuda.basic_ops) (in module theano.tensor) scan() (in module theano) seed() (shared_randomstreams.RandomStreams method) (theano.sandbox.rng_mrg.MRG_RandomStreams method) send() (in module theano.tensor.io) set_subtensor() (in module theano.tensor) set_value() (theano.sandbox.cuda.var.CudaNdarraySharedVariable method) seterr_all (config.config.numpy attribute) seterr_divide (config.config.numpy attribute) seterr_invalid (config.config.numpy attribute) seterr_over (config.config.numpy attribute) seterr_under (config.config.numpy attribute) sgn() (in module theano.tensor) Shape (class in theano.compile.ops) shape promotion shape() (in module theano.tensor) Shape_i (class in theano.compile.ops) shape_i() (in module theano.compile.ops) shape_of_variables() (in module theano.tensor.utils) shape_padleft() (in module theano.tensor) shape_padright() (in module theano.tensor) shared (module) Shared Variable shared() (in module theano) (in module theano.compile.sharedvalue) shared_constructor() (in module shared) shared_randomstreams (module) SharedVariable (class in shared) sigmoid() (in module tensor.nnet) signal (module) simple_extract_stack() (in module theano.gof.utils)

SingletonType (class in theano.gof.type) softmax() (in module tensor.nnet) softplus() (in module tensor.nnet) Solve (class in theano.tensor.slinalg) sort() (theano.tensor._tensor_py_operators method) sp_ones_like() (in module theano.sparse.basic) sp_sum() (in module theano.sparse.basic) sp_zeros_like() (in module theano.sparse.basic) sparse (module) sparse.sandbox (module) sparse_block_dot() (in module theano.sandbox.blocksparse) sparse_dot sparse_grad() (in module theano) SparseBlockGemv (class in theano.sandbox.blocksparse) SparseBlockOuter (class in theano.sandbox.blocksparse) specialize() (built-in function) SpecifyShape (class in theano.compile.ops) spectral_radius_bound() (in module theano.sandbox.linalg.ops) sqr() (in module theano.tensor) sqrt() (in module theano.tensor) squeeze() (in module theano.tensor.extra_ops) stack() (in module theano.tensor) stacklists() (in module theano.tensor) std() (in module theano.tensor) StochasticOrder (class in debugmode) Storage strict (function.Param attribute) structured_dot() (in module theano.sparse.basic) sub() (in module theano.sparse.basic) subgraph_grad() (in module theano.gradient) subquery (Query attribute) sum() (in module theano.tensor) sum_scalar_mul supports_c_code() (theano.sandbox.cuda.basic_ops.GpuCAReduce method) SVD (class in theano.tensor.nlinalg) svd() (in module theano.tensor.nlinalg) switch() (in module theano.tensor)

T

T (theano.tensor._tensor_py_operators attribute) take() (theano.tensor._tensor_py_operators method) tensor (module) tensor.extra_ops (module) tensor.io (module) tensor.nlinalg (module) tensor.nnet (module) tensor.slinalg (module) tensor.utils (module) tensor3() (in module theano.sandbox.cuda.basic_ops) (in module theano.tensor) tensor4() (in module theano.sandbox.cuda.basic_ops) (in module theano.tensor) TensorConstant (class in theano.tensor) tensordot() (in module theano.tensor) TensorSharedVariable (class in theano.tensor) TensorType (class in theano.tensor) TensorVariable (class in theano.tensor) theano (module) theano.compile.ops (module) theano.function theano.gof.toolbox (module) theano.gof.type (module) theano.gof.utils (module) theano.gradient (module), [1] theano.misc.doubleop (module) theano.pp() (in module printing) theano.sandbox.blocksparse (module) theano.sandbox.cuda.basic_ops (module) theano.sandbox.cuda.blas (module)

theano.sandbox.cuda.nnet (module) theano.sandbox.cuda.rng_curand (module) theano.sandbox.linalg.ops (module) theano.sandbox.neighbours (module) theano.sandbox.rng_mrg (module) theano.scan_module (module) theano.sparse.basic (module) theano.sparse.sandbox.sp (module) theano.sparse.sandbox.sp2 (module) theano.tensor.extra_ops (module) theano.tensor.io (module) theano.tensor.nlinalg (module) theano.tensor.slinalg (module) theano.tensor.utils (module) theano.typed_list.basic (module) THEANO_FLAGS, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12] THEANORC, [1], [2], [3] tile() (in module theano.tensor) timeout (config.config.compile attribute) to_one_hot() (in module theano.tensor.extra_ops) toposort() (in module theano.gof.utils) trace() (in module theano.tensor.nlinalg) (theano.tensor._tensor_py_operators method) transform() (LocalOptimizer method) true_dot() (in module theano.sparse.basic) Type, [1] (class in theano.gof.type) type (theano.tensor._tensor_py_operators attribute) TypedListVariable (class in theano.typed_list.basic)

U

ultra_fast_sigmoid() (in module tensor.nnet) unbroadcast() (in module theano.tensor) uniform() (in module raw_random) (theano.sandbox.cuda.rng_curand.CURAND_RandomStreams method) (theano.sandbox.rng_mrg.MRG_RandomStreams method) uniq() (in module theano.gof.utils)

Unique (class in theano.tensor.extra_ops) update (shared_randomstreams.RandomVariable attribute) updates() (shared_randomstreams.RandomStreams method) (theano.sandbox.cuda.rng_curand.CURAND_RandomStreams method) utils (module)

V

Validator (class in theano.gof.toolbox) value (shared.SharedVariable attribute) (theano.gof.type.PureType.Constant attribute) value_validity_msg() (theano.gof.type.PureType method) values_eq() (PureType method) (theano.gof.type.PureType method) values_eq_approx() (PureType method) (theano.gof.type.PureType method) var() (in module theano.tensor) Variable, [1]

variable (function.Out attribute) (function.Param attribute) vector() (in module theano.sandbox.cuda.basic_ops) (in module theano.tensor) verify_grad() (in module theano.gradient) verify_grad_sparse() (in module theano.sparse.basic) View ViewOp (class in theano.compile.ops) vstack() (in module theano.sparse.basic)

W

wait (config.config.compile attribute) warn_float64 (in module config) warn_input_not_reused (config.config.DebugMode attribute) warn_no_version (config.config.cmodule attribute)

where() (in module theano.tensor) workmem (config.config.dnn.conv attribute) workmem_bwd (config.config.dnn.conv attribute)

X

xor() (in module theano.tensor)

Z

zero_grad() (in module theano.gradient)

zeros_like() (in module theano.tensor) (theano.tensor._tensor_py_operators method)