Index

_

__call__() (built-in function) (PureType method) (printing.Print method) (theano.d3viz.formatting.PyDotFormatter 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 (config.config.scan attribute) (in module config) allow_output_prealloc (config.config.scan attribute) alpha_merge() (in module theano.sandbox.gpuarray.opt_util) amdlibm (config.config.lib attribute) ancestors() (in module theano.gof.graph) and_() (in module theano.tensor)

angle() (in module theano.tensor) any() (in module theano.tensor) append (in module theano.typed_list.basic) Apply, [1] (class in theano.gof.graph) apply() (Optimizer method) apply_colors (theano.d3viz.d3viz.PyDotFormatter attribute) applySparseFilter() (in module theano.sparse.sandbox.sp) argmax() (in module theano.tensor) (theano.tensor._tensor_py_operators method) argmin() (in module theano.tensor) (theano.tensor._tensor_py_operators method) argsort() (theano.tensor._tensor_py_operators method), [1] as_destructive() (theano.sandbox.cuda.rng_curand.CURAND_Base method) as_gpuarray_variable() (in module theano.sandbox.gpuarray.basic_ops) 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_string() (in module theano.gof.graph) 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) batch_normalization() (in module theano.tensor.nnet.bn) batched_dot() (in module theano.sandbox.cuda.blas) (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.sandbox.gpuarray.type.GpuArrayType attribute) (theano.tensor.TensorType attribute) (theano.tensor._tensor_py_operators 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) (theano.sandbox.gpuarray.elemwise.GpuCAReduceCuda 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) (theano.tensor._tensor_py_operators method) 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), [1] clone() (in module theano) (PureType method) (in module theano.gof.graph) (theano.gof.graph.Apply method) (theano.gof.graph.Constant method) (theano.gof.graph.Variable method) (theano.gof.type.PureType.Constant method) (theano.gof.type.PureType.Variable method) clone_get_equiv() (in module theano.gof.graph) clone_with_new_inputs() (theano.gof.graph.Apply method) cnmem (config.config.lib attribute) code_version() (in module theano.sandbox.gpuarray.kernel_codegen) 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)

CompatUnpickler (class in theano.misc.pkl_utils) 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) (theano.tensor._tensor_py_operators method) 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) conj() (theano.tensor._tensor_py_operators method) conjugate() (theano.tensor._tensor_py_operators method) consider_constant() (in module theano.gradient) Constant, [1] (class in theano.gof.graph) (theano.sandbox.gpuarray.type.GpuArrayType attribute) constant elimination constant folding constructors (in module shared) container (shared.SharedVariable attribute) context (theano.sandbox.gpuarray.type.GpuArrayType attribute) context_name (theano.sandbox.gpuarray.type.GpuArrayType 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) (theano.sandbox.gpuarray.subtensor.GpuIncSubtensor method) copy_of_x() (theano.sandbox.cuda.basic_ops.GpuIncSubtensor method) (theano.sandbox.gpuarray.subtensor.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

d3viz() (in module theano.d3viz.d3viz) d3write() (in module theano.d3viz.d3viz) DebugMode (class in debugmode) (in module config) debugmode (module) DebugModeError (class in debugmode) debugprint (config.config.profiling attribute) debugprint() (in module theano.printing) default (function.Param attribute) default_output default_output() (theano.gof.graph.Apply method) 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), [1] 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) (theano.sandbox.gpuarray.subtensor.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.sandbox.gpuarray.type.GpuArrayType attribute) (theano.tensor.TensorType attribute) (theano.tensor._tensor_py_operators attribute), [1] dtype_specs() (theano.sandbox.gpuarray.type.GpuArrayType method) 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 enable_initial_driver_test (in module config) environment variable THEANORC, [1], [2], [3] 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) escape_quotes() (in module theano.d3viz.d3viz)

eval() (theano.gof.graph.Variable method) (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) fill cut fill() (in module theano.tensor) (theano.tensor._tensor_py_operators method) 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) find_node() (in module theano.sandbox.gpuarray.opt_util) 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 Gemm16 (class in theano.sandbox.gpuarray.nerv) gen() (shared_randomstreams.RandomStreams method) general_toposort() (in module theano.gof.graph) Generic (class in theano.gof.type) get_context() (in module theano.sandbox.gpuarray.type) get_helper_c_code_args() (theano.sandbox.cuda.basic_ops.GpuIncSubtensor method) (theano.sandbox.gpuarray.subtensor.GpuIncSubtensor method) get_params() (Op method) get_parents() (theano.gof.graph.Node 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 gpu_flatten() (in module theano.sandbox.cuda.basic_ops) gpu_kernels() (theano.sandbox.gpuarray.basic_ops.GpuKernelBase method) GpuAdvancedIncSubtensor1 (class in theano.sandbox.cuda.basic_ops) (class in theano.sandbox.gpuarray.subtensor) GpuAdvancedIncSubtensor1_dev20 (class in theano.sandbox.cuda.basic_ops) (class in theano.sandbox.gpuarray.subtensor) GpuAdvancedSubtensor1 (class in theano.sandbox.cuda.basic_ops) (class in theano.sandbox.gpuarray.subtensor) GpuAlloc (class in theano.sandbox.cuda.basic_ops) (class in theano.sandbox.gpuarray.basic_ops) GpuAllocEmpty (class in theano.sandbox.cuda.basic_ops) (class in theano.sandbox.gpuarray.basic_ops) gpuarray_shared_constructor() (in module theano.sandbox.gpuarray.type) GpuArrayConstant (class in theano.sandbox.gpuarray.type) GpuArraySharedVariable (class in theano.sandbox.gpuarray.type) GpuArrayType (class in theano.sandbox.gpuarray.type) GpuArrayVariable (class in theano.sandbox.gpuarray.type) GpuCAReduce (class in theano.sandbox.cuda.basic_ops) (in module theano.sandbox.gpuarray.elemwise) GpuCAReduceCPY (class in theano.sandbox.gpuarray.elemwise) GpuCAReduceCuda (class in theano.sandbox.gpuarray.elemwise) GpuContextType (class in theano.sandbox.gpuarray.type) GpuContiguous (class in theano.sandbox.cuda.basic_ops) (class in theano.sandbox.gpuarray.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) (class in theano.sandbox.gpuarray.nnet) GpuCrossentropySoftmaxArgmax1HotWithBias (class in theano.sandbox.cuda.nnet) (class in theano.sandbox.gpuarray.nnet) GpuDimShuffle (class in theano.sandbox.cuda.basic_ops) (class in theano.sandbox.gpuarray.elemwise) GpuDot22 (class in theano.sandbox.cuda.blas) (class in theano.sandbox.gpuarray.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) (class in theano.sandbox.gpuarray.elemwise) GpuEye (class in theano.sandbox.gpuarray.basic_ops) GpuFlatten (class in theano.sandbox.cuda.basic_ops) GpuFromHost (class in theano.sandbox.cuda.basic_ops) (class in theano.sandbox.gpuarray.basic_ops) GpuGemm (class in theano.sandbox.cuda.blas) (class in theano.sandbox.gpuarray.blas) GpuGemv (class in theano.sandbox.cuda.blas) (class in theano.sandbox.gpuarray.blas) GpuGer (class in theano.sandbox.cuda.blas) (class in theano.sandbox.gpuarray.blas) GpuImages2Neibs (class in theano.sandbox.gpuarray.neighbours) GpuIncSubtensor (class in theano.sandbox.cuda.basic_ops) (class in theano.sandbox.gpuarray.subtensor) GpuJoin (class in theano.sandbox.cuda.basic_ops) (class in theano.sandbox.gpuarray.basic_ops) GpuKernelBase (class in theano.sandbox.gpuarray.basic_ops) GpuReshape (class in theano.sandbox.cuda.basic_ops) (class in theano.sandbox.gpuarray.basic_ops) GpuShape (class in theano.sandbox.cuda.basic_ops) GpuSoftmax (class in theano.sandbox.cuda.nnet) (class in theano.sandbox.gpuarray.nnet) GpuSoftmaxWithBias (class in theano.sandbox.cuda.nnet) (class in theano.sandbox.gpuarray.nnet) GpuSplit (class in theano.sandbox.gpuarray.basic_ops) GpuSubtensor (class in theano.sandbox.cuda.basic_ops) (class in theano.sandbox.gpuarray.subtensor) GpuToGpu (class in theano.sandbox.gpuarray.basic_ops) grab_cpu_scalar() (in module theano.sandbox.gpuarray.opt_util) grad() (built-in function) (in module theano.gradient) (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 (module) graph construct Apply Constant Op Type Variable gt() (in module theano.tensor) guess_n_streams() (in module theano.sandbox.rng_mrg)

H

h_softmax() (in module theano.tensor.nnet) 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) (class in theano.sandbox.gpuarray.basic_ops) hstack() (in module theano.sparse.basic)

I

identity_like() (in module theano.tensor) ignore_bug_before (config.config.warn attribute) imag (theano.tensor._tensor_py_operators attribute) imag() (in module theano.tensor) images2neibs() (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_context_name() (in module theano.sandbox.gpuarray.basic_ops) infer_shape() (built-in function) (Op method) init (config.config.pycuda attribute) init_gpu_device (in module config) inline_reduce() (in module theano.sandbox.gpuarray.kernel_codegen) inline_reduce_fixed_shared() (in module theano.sandbox.gpuarray.kernel_codegen) inline_softmax() (in module theano.sandbox.gpuarray.kernel_codegen) inline_softmax_fixed_shared() (in module theano.sandbox.gpuarray.kernel_codegen) Inplace inplace_allocempty() (in module theano.sandbox.gpuarray.opt_util)

inplace_elemwise inplace_random inplace_setsubtensor inputs() (in module theano.gof.graph) 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) io_connection_pattern() (in module theano.gof.graph) io_toposort() (in module theano.gof.graph) irecv() (in module theano.tensor.io) iround() (in module theano.tensor) is_equal() (in module theano.sandbox.gpuarray.opt_util) is_same_graph() (in module theano.gof.graph) 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

Kernel (class in theano.sandbox.gpuarray.basic_ops) kernel_version() (theano.sandbox.gpuarray.basic_ops.GpuKernelBase method)

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) list_contexts() (in module theano.sandbox.gpuarray.type) list_of_nodes() (in module theano.gof.graph) 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.cuda.basic_ops.GpuAdvancedIncSubtensor1_dev20 method) (theano.sandbox.gpuarray.subtensor.GpuAdvancedIncSubtensor1_dev20 method) (theano.tensor.nnet.blocksparse.SparseBlockGemv method) (theano.tensor.nnet.blocksparse.SparseBlockOuter 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) (theano.sandbox.gpuarray.subtensor.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) (theano.tensor._tensor_py_operators method) 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) (theano.tensor._tensor_py_operators method) memoize() (in module theano.gof.utils) merge

MethodNotDefined mgrid() (in module theano.tensor) min() (in module theano.tensor) (theano.tensor._tensor_py_operators method) 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) (theano.sandbox.gpuarray.type.GpuArrayType attribute) nan_is_error (config.config.NanGuardMode attribute), [1] NanGuardMode (class in theano.compile.nanguardmode) nanguardmode (module) ndim (theano.sandbox.gpuarray.type.GpuArrayType attribute) (theano.tensor.TensorType attribute) (theano.tensor._tensor_py_operators attribute), [1] neg() (in module theano.tensor) neg_div_neg neg_neg neibs2images() (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) nin (theano.gof.graph.Apply attribute)

nnet (module) nocleanup (in module config) Node (class in theano.gof.graph) node_colors (theano.d3viz.d3viz.PyDotFormatter attribute) NodeFinder (class in theano.gof.toolbox) nonzero() (theano.tensor._tensor_py_operators method), [1] nonzero_values() (theano.tensor._tensor_py_operators method), [1] 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) nout (theano.gof.graph.Apply attribute) NullTypeGradError numeric_grad (class in theano.gradient) numpy (in module config) nvcc_kernel() (in module theano.sandbox.gpuarray.kernel_codegen)

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) op_as_string() (in module theano.gof.graph) openmp (in module config) openmp_elemwise_minsize (in module config) OpFromGraph (class in theano.compile.builders) OpRemove() (built-in function) ops() (in module theano.gof.graph) OpSub() (built-in function)

Optimization optimize() (Optimizer method) Optimizer (built-in class) optimizer (in module config) (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 theano.tensor) orderings() (theano.gof.toolbox.Feature method) orphans() (in module theano.gof.graph) Out (class in function) out (theano.gof.graph.Apply attribute) outer() (in module theano.tensor) output_merge() (in module theano.sandbox.gpuarray.opt_util) OutputGuard (class in theano.compile.ops)

P

Param (class in function) (class in theano) params_type (theano.gof.graph.Apply attribute) patternbroadcast() (in module theano.tensor) PatternSub() (built-in function) PdbBreakpoint (class in theano.tests.breakpoint) 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) print_test_value (in module config) printing (module) PrintListener (class in theano.gof.toolbox)

prod() (in module theano.tensor) (theano.tensor._tensor_py_operators method) 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) (theano.tensor._tensor_py_operators method) Pure PureType (built-in class) (class in theano.gof.type) PureType.Constant (class in theano.gof.type) PureType.Variable (class in theano.gof.type) PyDotFormatter (class in theano.d3viz.formatting) 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 (theano.tensor._tensor_py_operators attribute) real() (in module theano.tensor) Rebroadcast (class in theano.compile.ops) recv() (in module theano.tensor.io) reduce() (in module theano) reg_context() (in module theano.sandbox.gpuarray.type) 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), [1] replace_patterns() (in module theano.d3viz.d3viz) 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), [1] reshape_chain reverse (in module theano.typed_list.basic) revert() (theano.gof.toolbox.History method) rng (shared_randomstreams.RandomVariable attribute) roll() (in module theano.tensor) root (config.config.cuda attribute) Rop() (in module theano.gradient) round() (in module theano.tensor) (theano.tensor._tensor_py_operators method), [1] row() (in module theano.sandbox.cuda.basic_ops) (in module theano.tensor) row_scale() (in module theano.sparse.basic) run_params() (theano.gof.graph.Apply method)

S

sandbox (module) sandbox.cuda (module) sandbox.cuda.type (module) sandbox.cuda.var (module) sandbox.linalg (module) sandbox.neighbours (module) 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_padaxis() (in module theano.tensor) shape_padleft() (in module theano.tensor) shape_padright() (in module theano.tensor) shapes (theano.d3viz.d3viz.PyDotFormatter attribute) 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) (theano.sandbox.gpuarray.type.GpuArrayType attribute) 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), [1] 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.tensor.nnet.blocksparse) sparse_dot sparse_grad() (in module theano) sparse_random_inputs() (in module theano.sparse.tests.test_basic) SparseBlockGemv (class in theano.tensor.nnet.blocksparse) SparseBlockOuter (class in theano.tensor.nnet.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) (theano.tensor._tensor_py_operators method) stack() (in module theano.tensor), [1] stack_search() (in module theano.gof.graph) stacklists() (in module theano.tensor) std() (in module theano.tensor) (theano.tensor._tensor_py_operators method) StochasticOrder (class in debugmode) Storage strict (function.Param attribute) StripPickler (class in theano.misc.pkl_utils) 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) (theano.tensor._tensor_py_operators method) sum_scalar_mul SupportCodeError supports_c_code() (theano.sandbox.cuda.basic_ops.GpuCAReduce method) (theano.sandbox.gpuarray.elemwise.GpuCAReduceCuda method) SVD (class in theano.tensor.nlinalg) svd() (in module theano.tensor.nlinalg) swapaxes() (theano.tensor._tensor_py_operators method) 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.nnet.blocksparse (module) tensor.nnet.bn (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.d3viz (module) theano.d3viz.d3viz (module) theano.function theano.gof.graph (module) theano.gof.toolbox (module) theano.gof.type (module) theano.gof.utils (module) theano.gradient (module) theano.misc.doubleop (module) theano.pp() (in module printing) theano.sandbox.cuda.basic_ops (module) theano.sandbox.cuda.blas (module) theano.sandbox.cuda.nnet (module) theano.sandbox.cuda.rng_curand (module) theano.sandbox.gpuarray (module) theano.sandbox.gpuarray.basic_ops (module) theano.sandbox.gpuarray.blas (module) theano.sandbox.gpuarray.elemwise (module)

theano.sandbox.gpuarray.kernel_codegen (module) theano.sandbox.gpuarray.neighbours (module) theano.sandbox.gpuarray.nerv (module) theano.sandbox.gpuarray.nnet (module) theano.sandbox.gpuarray.opt_util (module) theano.sandbox.gpuarray.subtensor (module) theano.sandbox.gpuarray.type (module) theano.sandbox.linalg.ops (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.sparse.sandbox.truedot (module) theano.tensor.extra_ops (module) theano.tensor.io (module) theano.tensor.nlinalg (module) theano.tensor.nnet.blocksparse (module) theano.tensor.nnet.neighbours (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] 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) transfer() (theano.tensor._tensor_py_operators method) transform() (LocalOptimizer method) transpose() (theano.tensor._tensor_py_operators method) true_dot() (in module theano.sparse.basic) Type, [1] (class in theano.gof.type) type (module) (theano.tensor._tensor_py_operators attribute) typecode (theano.sandbox.gpuarray.type.GpuArrayType 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.graph.Constant 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) (theano.tensor._tensor_py_operators method) Variable, [1] (class in theano.gof.graph) variable (function.Out attribute) (function.Param attribute) Variable (theano.sandbox.gpuarray.type.GpuArrayType attribute)

variables() (in module theano.gof.graph) variables_and_orphans() (in module theano.gof.graph) 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 view_roots() (in module theano.gof.graph) 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)