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) (tensor.TensorType method) __str__() (built-in function) _tensor_py_operators (class in tensor)

A

A_Xinv_b (class in theano.sandbox.linalg.ops) abs_() (in module 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) addbroadcast() (in module tensor) AddSD (class in theano.sparse.basic) AddSS (class in theano.sparse.basic) all() (in module tensor) AllocDiag (class in theano.sandbox.linalg.ops) amdlibm (config.config.lib attribute)

and_() (in module tensor) angle() (in module tensor) any() (in module tensor) Apply, [1] apply() (Optimizer method) applySparseFilter() (in module theano.sparse.sandbox.sp) argmax() (in module tensor) argmin() (in module tensor) as_destructive() (theano.sandbox.cuda.rng_curand.CURAND_Base method) 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 tensor)

B

BadCLinkerOutput (class in debugmode) BadDestroyMap (class in debugmode) BadOptimization (class in debugmode) BadViewMap (class in debugmode) base_compiledir (in module config) binary_crossentropy() (in module nnet) binomial() (in module raw_random) bitwise_and() (in module tensor)

bitwise_not() (in module tensor) bitwise_or() (in module tensor) bitwise_xor() (in module tensor) Bookkeeper (class in toolbox) borrow (function.Out attribute) broadcastable (tensor.TensorType attribute) Broadcasting

C

c_cleanup() (CLinkerType method) c_code() (Op method) c_code_cache_version() (CLinkerType method) (Op method) c_code_cleanup() (Op method) c_compile_args() (CLinkerType method) (Op method) c_compiler() (CLinkerType method) c_declare() (CLinkerType method) c_extract() (CLinkerType method) c_header_dirs() (CLinkerType method) (Op method) c_headers() (CLinkerType method) (Op method) c_init() (CLinkerType method) c_lib_dirs() (CLinkerType method) (Op method) c_libraries() (CLinkerType method) (Op method) c_no_compile_args() (CLinkerType method) (Op method) c_support_code() (CLinkerType method) (Op method) c_support_code_apply() (Op method) c_sync() (CLinkerType method) canonicalize() (built-in function) cast() (in module tensor) cast_policy (in module config) categorical_crossentropy() (in module nnet) ceil() (in module tensor) check_preallocated_output (config.config.DebugMode attribute) Cholesky (class in theano.sandbox.linalg.ops) CLinkerType (built-in class) clip() (in module tensor) col() (in module tensor) ColScaleCSC (class in theano.sparse.sandbox.sp)

compile (module) compiledir (in module config) compiledir_format (in module config) component Component External Member Method Module Component compute_test_value (config.config attribute) concatenate() (in module tensor) config (module) 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) ConvolutionIndices (class in theano.sparse.sandbox.sp) convolve() (in module theano.sparse.sandbox.sp) cos() (in module tensor) cosh() (in module tensor) CSM (class in theano.sparse.basic) CSMProperties (class in theano.sparse.basic) CudaNdarraySharedVariable (class in theano.sandbox.cuda.var) 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) cxxflags (config.config.gcc attribute)

D

DEBUG_MODE (in module mode) DebugMode (class in debugmode) (config.config attribute) debugmode (module) DebugModeError (class in debugmode) debugprint() (in module theano.printing) default (function.Param attribute) default_output DenseFromSparse (class in theano.sparse.basic) Destructive Det (class in theano.sandbox.linalg.ops)

device (in module config) Diag (class in theano.sparse.sandbox.sp) diag() (in module theano.sandbox.linalg.ops) dimshuffle() (tensor._tensor_py_operators method) Dot (class in theano.sparse.basic) dot() (in module tensor) (in module theano) (in module theano.sparse.basic) dot22 downsample (module) dtype (tensor._tensor_py_operators attribute) (tensor.TensorType attribute)

E

Elementwise elemwise fusion EnsureSortedIndices (class in theano.sparse.sandbox.sp) Env (class in env) env (module) environment variable THEANORC, [1], [2], [3] THEANO_FLAGS, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11] eq() (in module tensor) erf() (in module tensor) evaluate() (theano.sparse.sandbox.sp.ConvolutionIndices static method)

exception_verbosity (config.config attribute) exclude (Query attribute) excluding() (mode.Mode method) exp() (in module tensor) Expression Expression Graph External ExtractDiag (class in theano.sandbox.linalg.ops) eye() (in module tensor)

F

FAST_COMPILE (in module mode) FAST_RUN (in module mode) fft() (in module conv) (in module downsample) fill cut fill() (in module tensor) filter() (PureType method) filter_inplace() (PureType method) flatten() (in module tensor) (tensor._tensor_py_operators method) floatX (in module config)

floor() (in module tensor) foldl() (in module theano) foldr() (in module theano) force_device (in module config) format (theano.sparse.basic.CSM attribute) format_as() (in module theano.gradient) function (module) function() (in module function) (in module theano)

G

ge() (in module tensor) gemm gen() (shared_randomstreams.RandomStreams method) get_value() (theano.sandbox.cuda.var.CudaNdarraySharedVariable method) GetItem2d (class in theano.sparse.basic) GetItemScalar (class in theano.sparse.basic) gof (module) GPU transfer GpuCrossentropySoftmax1HotWithBiasDx (class in theano.sandbox.cuda.nnet) GpuCrossentropySoftmaxArgmax1HotWithBias (class in theano.sandbox.cuda.nnet)

GpuSoftmax (class in theano.sandbox.cuda.nnet) GpuSoftmaxWithBias (class in theano.sandbox.cuda.nnet) grad() (built-in function) (in module tensor) (in module theano.gradient) (theano.sandbox.linalg.ops.MatrixInverse method) (theano.sparse.basic.CSM method) grad_sources_inputs() (in module theano.gradient) gradient (module) GradientError Graph graph construct Apply Constant Op Type Variable gt() (in module tensor)

H

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 toolbox)

I

identity_like() (in module tensor) ignore_bug_before (config.config.warn attribute) imag() (in module tensor) In (class in io) inc_subtensor serialization inc_subtensor() (in module theano.tensor.basic) include (Query attribute) including() (mode.Mode method) infer_shape() (built-in function) (Op method) init_gpu_device (in module config) Inplace

inplace_elemwise inplace_random inplace_setsubtensor int_division (in module config) inv() (in module tensor) InvalidValueError (class in debugmode) invert() (in module tensor) io (module) iround() (in module tensor) is_valid_value() (PureType method)

J

jacobian() (in module theano.gradient)

K

kmap (theano.sparse.basic.CSM attribute) (theano.sparse.basic.CSMProperties attribute)

L

ldflags (config.config.blas attribute) le() (in module tensor) Linker, [1] linker (in module config) (mode.Mode attribute)

LocalOptimizer (built-in class) log() (in module tensor) Lop() (in module theano.gradient) lt() (in module tensor)

M

make_node() (built-in function) (theano.sparse.basic.CSM method) make_thunk() (built-in function) make_variable() (PureType method) map() (in module theano) matrix() (in module tensor) matrix_dot() (in module theano.sandbox.linalg.ops) MatrixInverse (class in theano.sandbox.linalg.ops) MatrixPinv (class in theano.sandbox.linalg.ops) max() (in module tensor) max_and_argmax() (in module 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) maximum() (in module tensor) mean() (in module tensor)

Member merge Method min() (in module tensor) minimum() (in module tensor) Mode (class in mode) mode (in module config) (module) Module mul canonicalization mul specialization mul() (in module theano.sparse.basic) MulSD (class in theano.sparse.basic) MulSS (class in theano.sparse.basic) multinomial() (in module raw_random) mutable (function.Param attribute)

N

name (function.Param attribute) ndim (tensor._tensor_py_operators attribute) (tensor.TensorType attribute) neg() (in module tensor) neg_div_neg neg_neg neq() (in module 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), [1] nocleanup (in module config) NodeFinder (class in toolbox) normal() (in module raw_random) (theano.sandbox.cuda.rng_curand.CURAND_RandomStreams method) nout (theano.sandbox.cuda.nnet.GpuCrossentropySoftmax1HotWithBiasDx attribute) numeric_grad (class in theano.gradient) numpy (config.config attribute)

O

on_opt_error (in module config) on_shape_error (in module config) ones_like() (in module tensor) Op, [1] (built-in class) 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) or_() (in module tensor) Out (class in function) outer() (in module tensor)

P

Param (class in function) (class in theano) PatternSub() (built-in function) perform() (built-in function) (theano.sandbox.linalg.ops.ExtractDiag method) (theano.sparse.basic.CSM method) permutation() (in module raw_random) pow specialization Print (class in printing) print_summary() (profilemode.ProfileMode method) printing (module) PrintListener (class in toolbox)

prod() (in module tensor) PROFILE_MODE (in module mode) ProfileMode (class in profilemode) profilemode (module) props() (theano.sandbox.linalg.ops.MatrixInverse method) (theano.sandbox.linalg.ops.MatrixPinv method) psd() (in module theano.sandbox.linalg.ops) Pure PureType (built-in class)

Q

Query (built-in class)

R

R_op() (built-in function) (theano.sandbox.linalg.ops.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) raw_random (module) real() (in module tensor) reduce() (in module theano) Remove0 (class in theano.sparse.sandbox.sp) replace_validate() (toolbox.ReplaceValidate method)

ReplaceValidate (class in toolbox) require (Query attribute) requiring() (mode.Mode method) reshape() (in module tensor) (tensor._tensor_py_operators method) reshape_chain revert() (toolbox.History method) rng (shared_randomstreams.RandomVariable attribute) root (config.config.cuda attribute) Rop() (in module theano.gradient) round() (in module tensor) row() (in module tensor) RowScaleCSC (class in theano.sparse.sandbox.sp)

S

sandbox (module) sandbox.cuda (module) sandbox.cuda.type (module) sandbox.cuda.var (module) sandbox.linalg (module) scalar() (in module tensor) scan() (in module theano) seed() (shared_randomstreams.RandomStreams method) set_subtensor() (in module theano.tensor.basic) 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 tensor) shape promotion shape() (in module tensor) shape_padleft() (in module tensor) shape_padright() (in module tensor) shared (module) Shared Variable shared() (in module shared) (in module theano) shared_constructor() (in module shared) shared_randomstreams (module) SharedVariable (class in shared)

sigmoid() (in module nnet) signal (module) softmax() (in module nnet) softplus() (in module nnet) Solve (class in theano.sandbox.linalg.ops) sparse (module) sparse.sandbox (module) sparse_dot sparse_grad (theano.sparse.basic.DenseFromSparse attribute) SparseType (class in theano.sparse.basic) specialize() (built-in function) spectral_radius_bound() (in module theano.sandbox.linalg.ops) SpSum (class in theano.sparse.sandbox.sp) sqr() (in module tensor) sqrt() (in module tensor) SquareDiagonal (class in theano.sparse.sandbox.sp) stack() (in module tensor) StochasticOrder (class in debugmode) Storage strict (function.Param attribute) structured_dot() (in module theano.sparse.basic) StructuredDot (class in theano.sparse.basic) subquery (Query attribute) sum() (in module tensor) sum_scalar_mul switch() (in module tensor)

T

T (tensor._tensor_py_operators attribute) tensor (module) tensor3() (in module tensor) tensor4() (in module tensor) TensorConstant (class in tensor) tensordot() (in module tensor) TensorSharedVariable (class in tensor) TensorType (class in tensor) TensorVariable (class in tensor) theano (module) theano.function theano.gradient (module) theano.printing.pp() (in module printing)

theano.sandbox.cuda.nnet (module) theano.sandbox.cuda.rng_curand (module) theano.sandbox.linalg.ops (module) theano.scan_module (module) theano.sparse.basic (module) theano.sparse.sandbox.sp (module) THEANO_FLAGS, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10] THEANORC, [1], [2] toolbox (module) trace() (in module theano.sandbox.linalg.ops) transform() (LocalOptimizer method) Type, [1] type (tensor._tensor_py_operators attribute)

U

unbroadcast() (in module tensor) uniform() (in module raw_random) (theano.sandbox.cuda.rng_curand.CURAND_RandomStreams method) unimplemented_grad() (in module theano.gradient) update (shared_randomstreams.RandomVariable attribute)

updates() (shared_randomstreams.RandomStreams method) (theano.sandbox.cuda.rng_curand.CURAND_RandomStreams method) Usmm (class in theano.sparse.basic) UsmmCscDense (class in theano.sparse.basic)

V

Validator (class in toolbox) value (shared.SharedVariable attribute) values_eq() (PureType method) values_eq_approx() (PureType method) var() (in module tensor)

Variable, [1] variable (function.Out attribute) (function.Param attribute) vector() (in module tensor) verify_grad() (in module theano.gradient) View

W

warn_input_not_reused (config.config.DebugMode attribute)

X

xor() (in module tensor)

Z

zeros_like() (in module tensor)