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) _tensor_py_operators (class in theano.tensor)

A

abs_() (in module theano.tensor) add canonicalization add specialization add_requirements() (Optimizer method) all() (in module theano.tensor) alloc() (in module theano.tensor) allow_gc (in module config) amdlibm (config.config.lib attribute) and_() (in module theano.tensor)

angle() (in module theano.tensor) any() (in module theano.tensor) Apply, [1] apply() (Optimizer method) argmax() (in module theano.tensor) argmin() (in module theano.tensor) argsort() (theano.tensor._tensor_py_operators method) as_tensor_variable() (in module theano.tensor) astype() (theano.tensor._tensor_py_operators method)

B

BadDestroyMap (class in debugmode) BadOptimization (class in debugmode) BadThunkOutput (class in debugmode) BadViewMap (class in debugmode) base_compiledir (in module config) batched_dot() (in module theano.tensor) batched_tensordot() (in module theano.tensor) binary_crossentropy() (in module tensor.nnet) 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 toolbox) borrow (function.Out attribute) broadcastable (theano.tensor.TensorType attribute) Broadcasting

C

c_cleanup() (CLinkerType method) c_cleanup_code_struct() (Op method) c_code() (Op method) c_code_cache_version() (CLinkerType method) (Op method) c_code_cache_version_apply() (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_init_code() (CLinkerType method) (Op method) c_init_code_apply() (Op method) c_init_code_struct() (Op 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_support_code_struct() (Op method) c_sync() (CLinkerType method) canonicalize() (built-in function) cast() (in module theano.tensor) cast_policy (in module config) categorical_crossentropy() (in module tensor.nnet)

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) CLinkerType (built-in class) clip() (in module theano.tensor) (theano.tensor._tensor_py_operators method) clone() (PureType method) col() (in module theano.tensor) compilation_warning (config.config.cmodule attribute) compile (in module config) (module) compiledir (in module config) compiledir_format (in module config) 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) Constant, [1] constant elimination constant folding container (shared.SharedVariable attribute) conv (module), [1] copy() (theano.tensor._tensor_py_operators method) cos() (in module theano.tensor) cosh() (in module theano.tensor) cxx (in module config) cxxflags (config.config.gcc attribute)

D

DebugMode (class in debugmode) (in module config) debugmode (module) DebugModeError (class in debugmode) default (function.Param attribute) default_output destination (config.config.profiling attribute) Destructive device (in module config)

diagonal() (theano.tensor._tensor_py_operators method) dimshuffle() (theano.tensor._tensor_py_operators method) do_constant_folding() (built-in function) dot() (in module theano) (in module theano.tensor) dot22 downsample (module) dtype (theano.tensor._tensor_py_operators attribute) (theano.tensor.TensorType attribute)

E

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) exception_verbosity (in module config)

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

F

FAST_COMPILE (in module mode) FAST_RUN (in module mode) fastmath (config.config.nvcc attribute) fft() (in module conv) (in module downsample) fgraph (module), [1] fill cut fill() (in module theano.tensor) filter() (PureType method) filter_inplace() (PureType method)

flatten() (in module theano.tensor) (theano.tensor._tensor_py_operators method) floatX (in module config) floor() (in module theano.tensor) flops() (built-in function) force_device (in module config) function (module) function() (in module function) (in module theano) function_dump() (in module theano) FunctionGraph (class in fgraph)

G

gamma() (in module theano.tensor) gammaln() (in module theano.tensor) ge() (in module theano.tensor) gemm gen() (shared_randomstreams.RandomStreams method) get_context() (Op method) get_scalar_constant_value() (theano.tensor._tensor_py_operators method) get_shape_info() (PureType method)

get_size() (PureType method) gof (module) GPU transfer grad() (built-in function) gradient (module) Graph graph construct Apply Constant Op Type Variable gt() (in module theano.tensor)

H

hard_sigmoid() (in module tensor.nnet)

History (class in toolbox)

I

identity_like() (in module theano.tensor) ignore_bug_before (config.config.warn attribute) imag() (in module theano.tensor) In (class in io) inc_subtensor serialization include (Query attribute) including() (mode.Mode method) 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 int_division (in module config) inv() (in module theano.tensor) InvalidValueError (class in debugmode) invert() (in module theano.tensor) io (module) iround() (in module theano.tensor) is_valid_value() (PureType method) isinf() (in module theano.tensor) isnan() (in module theano.tensor)

L

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

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

M

mac_framework_link (config.config.cmodule attribute) make_node() (built-in function) make_thunk() (built-in function) make_variable() (PureType method) matrix() (in module theano.tensor) max() (in module theano.tensor) max_and_argmax() (in module theano.tensor) maximum() (in module theano.tensor) may_share_memory() (PureType method) mean() (in module theano.tensor) merge

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) mul canonicalization mul specialization multinomial() (in module raw_random) mutable (function.Param attribute)

N

n_apply (config.config.profiling attribute) n_ops (config.config.profiling attribute) name (function.Param attribute) ndim (theano.tensor._tensor_py_operators attribute) (theano.tensor.TensorType attribute) neg() (in module theano.tensor) neg_div_neg neg_neg neq() (in module theano.tensor)

nnet (module) nocleanup (in module config) NodeFinder (class in 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) numpy (in module config)

O

on_opt_error (in module config) 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) 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) Out (class in function) outer() (in module theano.tensor)

P

Param (class in function) (class in theano) PatternSub() (built-in function) perform() (built-in function) permutation() (in module raw_random) pow specialization 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 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) psi() (in module theano.tensor) ptp() (in module theano.tensor) Pure PureType (built-in class) python_constant_folding() (Op method)

Q

Query (built-in class)

R

R_op() (built-in function) 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) remove_gxx_opt (config.config.cmodule attribute) reoptimize_unpickled_function (in module config)

repeat() (theano.tensor._tensor_py_operators method) replace_validate() (toolbox.ReplaceValidate method) ReplaceValidate (class in toolbox) require (Query attribute) requiring() (mode.Mode method) reshape() (in module theano.tensor) (theano.tensor._tensor_py_operators method) reshape_chain revert() (toolbox.History method) rng (shared_randomstreams.RandomVariable attribute) root (config.config.cuda attribute) round() (in module theano.tensor) (theano.tensor._tensor_py_operators method) row() (in module theano.tensor)

S

sandbox (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.tensor) seed() (shared_randomstreams.RandomStreams 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 promotion shape() (in module theano.tensor) shape_padleft() (in module theano.tensor) shape_padright() (in module theano.tensor) shared (module) Shared Variable shared() (in module theano) shared_constructor() (in module shared)

shared_randomstreams (module) SharedVariable (class in shared) sigmoid() (in module tensor.nnet) signal (module) softmax() (in module tensor.nnet) softplus() (in module tensor.nnet) sort() (theano.tensor._tensor_py_operators method) sparse (module) sparse.sandbox (module) sparse_dot specialize() (built-in function) sqr() (in module theano.tensor) sqrt() (in module theano.tensor) stack() (in module theano.tensor) stacklists() (in module theano.tensor) std() (in module theano.tensor) StochasticOrder (class in debugmode) Storage strict (function.Param attribute) subquery (Query attribute) sum() (in module theano.tensor) sum_scalar_mul 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.tensor) tensor4() (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.function theano.pp() (in module printing) 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) toolbox (module) trace() (theano.tensor._tensor_py_operators method) transform() (LocalOptimizer method) Type, [1] type (theano.tensor._tensor_py_operators attribute)

U

ultra_fast_sigmoid() (in module tensor.nnet) uniform() (in module raw_random) update (shared_randomstreams.RandomVariable attribute)

updates() (shared_randomstreams.RandomStreams method) utils (module)

V

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

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

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)

X

xor() (in module theano.tensor)

Z

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