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)

__ne__() (built-in function) __src_version__() (in module theano) _tensor_py_operators (class in tensor)

A

abs_() (in module tensor) add canonicalization add specialization add_requirements() (Optimizer method) and_() (in module tensor)

angle() (in module tensor) Apply, [1] apply() (Optimizer method) 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) Bookkeeper (class in toolbox) borrow (function.Out attribute) broadcastable (tensor.TensorType attribute) Broadcasting

C

c_cleanup() (CLinkerType method) c_code() (Op method) c_code_cleanup() (Op method) c_compile_args() (CLinkerType method) (Op method) c_declare() (CLinkerType method) c_extract() (CLinkerType method) c_headers() (CLinkerType method) (Op method) c_init() (CLinkerType method) c_libraries() (CLinkerType method) (Op method) c_no_compile_args() (CLinkerType method) (Op method) c_support_code() (CLinkerType method) (Op method) c_sync() (CLinkerType method) canonicalize() (built-in function) cast() (in module tensor) categorical_crossentropy() (in module nnet) ceil() (in module tensor) CLinkerType (built-in class)

clip() (in module tensor) col() (in module tensor) compile (module) compiledir (in module config) component Component External Member Method Module Component 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) cos() (in module tensor) cosh() (in module tensor)

D

DEBUG_MODE (in module mode) DebugMode (class in debugmode) debugmode (module) DebugModeError (class in debugmode) debugprint() (in module theano.printing) default (function.Param attribute) default_output

Destructive device (in module config) dimshuffle() (tensor._tensor_py_operators method) dot() (in module tensor) (in module theano) dot22 downsample (module) dtype (tensor._tensor_py_operators attribute) (tensor.TensorType attribute)

E

Elementwise elemwise fusion Env (class in env) env (module) environment variable THEANORC, [1], [2], [3] THEANO_FLAGS, [1], [2], [3], [4], [5], [6], [7], [8] eq() (in module tensor)

exclude (Query attribute) excluding() (mode.Mode method) exp() (in module tensor) Expression Expression Graph External

F

FAST_COMPILE (in module mode) FAST_RUN (in module mode) fft() (in module conv) (in module downsample) fill cut filter() (PureType method)

flatten() (in module tensor) (tensor._tensor_py_operators method) floatX (in module config) floor() (in module tensor) function (module) function() (in module function) (in module theano)

G

ge() (in module tensor) gemm gen() (shared_randomstreams.RandomStreams method) gof (module) GPU transfer grad() (built-in function) (in module tensor)

grad_sources_inputs() (in module gradient) gradient (module) Graph graph construct Apply Constant Op Type Variable gt() (in module tensor)

H

History (class in toolbox)

home (in module config)

I

imag() (in module tensor) In (class in io) inc_subtensor serialization include (Query attribute) including() (mode.Mode method) incsubtensor() (in module theano.tensor.basic) Inplace inplace_elemwise

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

L

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

LocalOptimizer (built-in class) log() (in module tensor) lt() (in module tensor)

M

make_node() (built-in function) make_variable() (PureType method) matrix() (in module tensor) max() (in module tensor) max_pool2D() (in module theano.tensor.signal.downsample) mean() (in module tensor) Member merge Method

min() (in module tensor) Mode (class in mode) mode (in module config) (module) Module mul canonicalization mul specialization 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) nnet (module), [1] NodeFinder (class in toolbox) normal() (in module raw_random)

O

Op, [1] (built-in class) OpRemove() (built-in function) OpSub() (built-in function) Optimization optimize() (Optimizer method)

Optimizer (built-in class) optimizer (mode.Mode attribute) 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) 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) Pure PureType (built-in class)

Q

Query (built-in class)

R

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) 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.cuda attribute) row() (in module tensor)

S

scalar() (in module tensor) scan() (in module theano) seed() (shared_randomstreams.RandomStreams method) setsubtensor() (in module theano.tensor.basic) sgn() (in module tensor) shape promotion shape() (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) sparse_dot specialize() (built-in function) sqr() (in module tensor) sqrt() (in module tensor) StochasticOrder (class in debugmode) Storage strict (function.Param attribute) 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.printing.pp() (in module printing) theano.scan (module) THEANO_FLAGS, [1], [2], [3], [4], [5], [6], [7] THEANORC, [1], [2] toolbox (module) transform() (LocalOptimizer method) Type, [1] type (tensor._tensor_py_operators attribute)

U

uniform() (in module raw_random) update (shared_randomstreams.RandomVariable attribute)

updates() (shared_randomstreams.RandomStreams method)

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) View

X

xor() (in module tensor)