Theano
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Release Notes
Theano at a Glance
Requirements
Installing Theano
Updating Theano
Tutorial
Extending Theano
Developer Start Guide
Optimizations
API Documentation
Troubleshooting
Glossary
Links
Internal Documentation
Acknowledgements
LICENSE
Theano
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_
__call__() (built-in function)
(PureType method)
(theano.compile.function_module.Function method)
(theano.d3viz.formatting.PyDotFormatter method)
(theano.printing.Print method)
__eq__() (built-in function)
(PureType method)
__hash__() (built-in function)
(PureType method)
__init__() (theano.compile.debugmode.DebugMode method)
(theano.compile.function.In method)
(theano.compile.function.Out method)
(theano.compile.io.In method)
(theano.compile.sharedvalue.SharedVariable method)
(theano.printing.Print 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)
AbstractConv (class in theano.tensor.nnet.abstract_conv)
AbstractConv2d (class in theano.tensor.nnet.abstract_conv)
AbstractConv2d_gradInputs (class in theano.tensor.nnet.abstract_conv)
AbstractConv2d_gradWeights (class in theano.tensor.nnet.abstract_conv)
AbstractConv3d (class in theano.tensor.nnet.abstract_conv)
AbstractConv3d_gradInputs (class in theano.tensor.nnet.abstract_conv)
AbstractConv3d_gradWeights (class in theano.tensor.nnet.abstract_conv)
AbstractConv_gradInputs (class in theano.tensor.nnet.abstract_conv)
AbstractConv_gradWeights (class in theano.tensor.nnet.abstract_conv)
add canonicalization
add specialization
add() (in module theano.sparse.basic)
add_requirements() (Optimizer method)
(theano.sandbox.linalg.ops.HintsOptimizer method)
(theano.tensor.opt.FusionOptimizer method)
(theano.tensor.opt.InplaceElemwiseOptimizer method)
(theano.tensor.opt.ShapeOptimizer method)
add_s_s_data (in module theano.sparse.basic)
add_tag_trace() (in module theano.gof.utils)
add_to_zview() (theano.gpuarray.subtensor.GpuIncSubtensor method)
addbroadcast() (in module theano.tensor)
AddSD (class in theano.sparse.basic)
AddSS (class in theano.sparse.basic)
AddSSData (class in theano.sparse.basic)
age_thresh_use (config.config.cmodule attribute)
algo_bwd (config.config.dnn.conv attribute)
algo_bwd_data (config.config.dnn.conv attribute)
algo_bwd_filter (config.config.dnn.conv attribute)
algo_fwd (config.config.dnn.conv attribute)
All (class in theano.tensor.elemwise)
all() (in module theano.tensor)
allclose() (in module theano.tensor)
alloc() (in module theano.tensor)
AllocDiag (class in theano.tensor.nlinalg)
allow_downcast (theano.compile.function.In attribute)
allow_gc (config.config.scan attribute)
(in module config)
allow_output_prealloc (config.config.scan attribute)
alpha_merge() (in module theano.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 (class in theano.tensor.elemwise)
any() (in module theano.tensor)
Append (class in theano.typed_list.basic)
append (in module theano.typed_list.basic)
Apply
,
[1]
(class in theano.gof.graph)
apply() (Optimizer method)
(theano.gpuarray.dnn.NoCuDNNRaise method)
(theano.gpuarray.dnn.RNNBlock method)
(theano.sandbox.linalg.ops.HintsOptimizer method)
(theano.tensor.opt.FusionOptimizer method)
(theano.tensor.opt.InplaceElemwiseOptimizer method)
(theano.tensor.opt.ShapeOptimizer method)
(theano.tensor.opt.UnShapeOptimizer method)
apply_colors (theano.d3viz.formatting.PyDotFormatter attribute)
apply_rebroadcast_opt() (in module theano.tensor.opt)
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_gpuarray_variable() (in module theano.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 (class in theano.tensor.opt)
assert_conv_shape() (in module theano.tensor.nnet.abstract_conv)
assert_no_cpu_op (in module config)
assert_shape (config.config.conv attribute)
assert_shape() (in module theano.tensor.nnet.abstract_conv)
astype() (theano.tensor._tensor_py_operators method)
attach_feature() (theano.gof.FunctionGraph method)
autoname (theano.compile.function.In attribute)
B
BadDestroyMap (class in theano.compile.debugmode)
BadOptimization (class in theano.compile.debugmode)
BadThunkOutput (class in theano.compile.debugmode)
BadViewMap (class in theano.compile.debugmode)
Bartlett (class in theano.tensor.extra_ops)
bartlett() (in module theano.tensor.extra_ops)
base_compiledir (in module config)
BaseAbstractConv (class in theano.tensor.nnet.abstract_conv)
BaseGpuCorr3dMM (class in theano.gpuarray.blas)
BaseGpuCorrMM (class in theano.gpuarray.blas)
batch_normalization() (in module theano.tensor.nnet.bn)
batch_normalization_test() (in module theano.tensor.nnet.bn)
batch_normalization_train() (in module theano.tensor.nnet.bn)
batched_dot() (in module theano.tensor)
batched_tensordot() (in module theano.tensor)
big_is_error (config.config.NanGuardMode attribute)
bilinear_kernel_1D() (in module theano.tensor.nnet.abstract_conv)
bilinear_kernel_2D() (in module theano.tensor.nnet.abstract_conv)
bilinear_upsampling() (in module theano.tensor.nnet.abstract_conv)
binary_crossentropy() (in module theano.tensor.nnet.nnet)
bincount() (in module theano.tensor.extra_ops)
Binomial (class in theano.sparse.sandbox.sp2)
binomial() (in module theano.tensor.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)
BlasOp (class in theano.gpuarray.blas)
Bookkeeper (class in theano.gof.toolbox)
border_mode_to_pad() (in module theano.tensor.nnet.abstract_conv)
borrow (theano.compile.function.In attribute)
(theano.compile.function.Out attribute)
broadcast_like() (in module theano.tensor.opt)
broadcastable (theano.gpuarray.type.GpuArrayType attribute)
(theano.tensor.TensorType attribute)
broadcastable() (theano.tensor._tensor_py_operators property)
Broadcasting
C
c_cleanup() (CLinkerType method)
(theano.gof.params_type.ParamsType method)
(theano.gof.type.CDataType method)
(theano.gof.type.CLinkerType method)
(theano.gof.type.EnumType method)
(theano.gof.type.Generic method)
(theano.gpuarray.type.GpuArrayType method)
(theano.gpuarray.type.GpuContextType method)
c_cleanup_code_struct() (Op method)
(theano.gpuarray.elemwise.GpuElemwise method)
c_code()
(Op method)
(theano.compile.ops.DeepCopyOp method)
(theano.compile.ops.Rebroadcast method)
(theano.compile.ops.Shape method)
(theano.compile.ops.Shape_i method)
(theano.compile.ops.SpecifyShape method)
(theano.compile.ops.ViewOp method)
(theano.gpuarray.basic_ops.GpuAlloc method)
(theano.gpuarray.basic_ops.GpuAllocEmpty method)
(theano.gpuarray.basic_ops.GpuContiguous method)
(theano.gpuarray.basic_ops.GpuEye method)
(theano.gpuarray.basic_ops.GpuFromHost method)
(theano.gpuarray.basic_ops.GpuJoin method)
(theano.gpuarray.basic_ops.GpuReshape method)
(theano.gpuarray.basic_ops.GpuSplit method)
(theano.gpuarray.basic_ops.GpuToGpu method)
(theano.gpuarray.basic_ops.GpuTri method)
(theano.gpuarray.basic_ops.HostFromGpu method)
(theano.gpuarray.blas.GpuCorr3dMM method)
(theano.gpuarray.blas.GpuCorr3dMM_gradInputs method)
(theano.gpuarray.blas.GpuCorr3dMM_gradWeights method)
(theano.gpuarray.blas.GpuCorrMM method)
(theano.gpuarray.blas.GpuCorrMM_gradInputs method)
(theano.gpuarray.blas.GpuCorrMM_gradWeights method)
(theano.gpuarray.blas.GpuDot22 method)
(theano.gpuarray.blas.GpuGemm method)
(theano.gpuarray.blas.GpuGemmBatch method)
(theano.gpuarray.blas.GpuGemv method)
(theano.gpuarray.blas.GpuGer method)
(theano.gpuarray.dnn.DnnVersion method)
(theano.gpuarray.dnn.GpuDnnPoolDesc method)
(theano.gpuarray.elemwise.GpuCAReduceCPY method)
(theano.gpuarray.elemwise.GpuCAReduceCuda method)
(theano.gpuarray.elemwise.GpuElemwise method)
(theano.gpuarray.elemwise.GpuErfcinv method)
(theano.gpuarray.elemwise.GpuErfinv method)
(theano.gpuarray.neighbours.GpuImages2Neibs method)
(theano.gpuarray.nnet.GpuCrossentropySoftmax1HotWithBiasDx method)
(theano.gpuarray.nnet.GpuCrossentropySoftmaxArgmax1HotWithBias method)
(theano.gpuarray.nnet.GpuSoftmax method)
(theano.gpuarray.nnet.GpuSoftmaxWithBias method)
(theano.gpuarray.subtensor.GpuAdvancedIncSubtensor1 method)
(theano.gpuarray.subtensor.GpuAdvancedIncSubtensor1_dev20 method)
(theano.gpuarray.subtensor.GpuAdvancedSubtensor1 method)
(theano.gpuarray.subtensor.GpuSubtensor method)
(theano.sandbox.rng_mrg.DotModulo method)
(theano.sandbox.rng_mrg.mrg_uniform method)
(theano.sparse.basic.StructuredDotGradCSC method)
(theano.sparse.basic.StructuredDotGradCSR method)
(theano.tensor.elemwise.CAReduce method)
(theano.tensor.elemwise.Elemwise method)
(theano.tensor.elemwise.MulWithoutZeros method)
(theano.tensor.extra_ops.CpuContiguous method)
(theano.tensor.extra_ops.CumOp method)
(theano.tensor.extra_ops.SearchsortedOp method)
(theano.tensor.opt.Assert method)
(theano.tensor.opt.MakeVector method)
(theano.typed_list.basic.GetItem method)
(theano.typed_list.basic.Length method)
(theano.typed_list.basic.Reverse method)
c_code_cache_version()
(CLinkerType method)
(Op method)
(theano.compile.ops.DeepCopyOp method)
(theano.compile.ops.Rebroadcast method)
(theano.compile.ops.Shape method)
(theano.compile.ops.Shape_i method)
(theano.compile.ops.SpecifyShape method)
(theano.compile.ops.ViewOp method)
(theano.gof.params_type.ParamsType method)
(theano.gof.type.CDataType method)
(theano.gof.type.CEnumType method)
(theano.gof.type.CLinkerType method)
(theano.gof.type.EnumType method)
(theano.gof.type.Generic method)
(theano.gpuarray.basic_ops.GpuAlloc method)
(theano.gpuarray.basic_ops.GpuAllocEmpty method)
(theano.gpuarray.basic_ops.GpuContiguous method)
(theano.gpuarray.basic_ops.GpuEye method)
(theano.gpuarray.basic_ops.GpuFromHost method)
(theano.gpuarray.basic_ops.GpuJoin method)
(theano.gpuarray.basic_ops.GpuReshape method)
(theano.gpuarray.basic_ops.GpuSplit method)
(theano.gpuarray.basic_ops.GpuToGpu method)
(theano.gpuarray.basic_ops.GpuTri method)
(theano.gpuarray.basic_ops.HostFromGpu method)
(theano.gpuarray.blas.BaseGpuCorr3dMM method)
(theano.gpuarray.blas.BaseGpuCorrMM method)
(theano.gpuarray.blas.GpuDot22 method)
(theano.gpuarray.blas.GpuGemm method)
(theano.gpuarray.blas.GpuGemmBatch method)
(theano.gpuarray.blas.GpuGemv method)
(theano.gpuarray.blas.GpuGer method)
(theano.gpuarray.dnn.DnnBase method)
(theano.gpuarray.dnn.DnnVersion method)
(theano.gpuarray.dnn.GpuDnnConvDesc method)
(theano.gpuarray.dnn.GpuDnnPoolDesc method)
(theano.gpuarray.elemwise.GpuElemwise method)
(theano.gpuarray.neighbours.GpuImages2Neibs method)
(theano.gpuarray.nnet.GpuCrossentropySoftmax1HotWithBiasDx method)
(theano.gpuarray.nnet.GpuCrossentropySoftmaxArgmax1HotWithBias method)
(theano.gpuarray.nnet.GpuSoftmax method)
(theano.gpuarray.nnet.GpuSoftmaxWithBias method)
(theano.gpuarray.subtensor.GpuAdvancedIncSubtensor1 method)
(theano.gpuarray.subtensor.GpuAdvancedIncSubtensor1_dev20 method)
(theano.gpuarray.subtensor.GpuAdvancedSubtensor1 method)
(theano.gpuarray.subtensor.GpuIncSubtensor method)
(theano.gpuarray.subtensor.GpuSubtensor method)
(theano.gpuarray.type.GpuArrayType method)
(theano.gpuarray.type.GpuContextType method)
(theano.sandbox.rng_mrg.DotModulo method)
(theano.sandbox.rng_mrg.mrg_uniform method)
(theano.sparse.basic.StructuredDotGradCSC method)
(theano.sparse.basic.StructuredDotGradCSR method)
(theano.tensor.elemwise.MulWithoutZeros method)
(theano.tensor.elemwise.Prod method)
(theano.tensor.extra_ops.CpuContiguous method)
(theano.tensor.extra_ops.CumOp method)
(theano.tensor.extra_ops.SearchsortedOp method)
(theano.tensor.opt.Assert method)
(theano.tensor.opt.MakeVector method)
(theano.typed_list.basic.Append method)
(theano.typed_list.basic.GetItem method)
(theano.typed_list.basic.Insert method)
(theano.typed_list.basic.Length method)
(theano.typed_list.basic.Reverse method)
c_code_cache_version_apply() (Op method)
(theano.gpuarray.basic_ops.CGpuKernelBase method)
(theano.gpuarray.elemwise.GpuCAReduceCPY method)
(theano.gpuarray.elemwise.GpuCAReduceCuda method)
(theano.tensor.elemwise.CAReduce method)
(theano.tensor.elemwise.Elemwise method)
c_code_cleanup() (Op method)
c_code_helper() (theano.gpuarray.blas.BaseGpuCorr3dMM method)
(theano.gpuarray.blas.BaseGpuCorrMM method)
c_code_reduce_01X() (theano.gpuarray.elemwise.GpuCAReduceCuda method)
c_compile_args() (CLinkerType method)
(Op method)
(theano.gof.params_type.ParamsType method)
(theano.gof.type.CDataType method)
(theano.gpuarray.dnn.DnnBase method)
(theano.gpuarray.dnn.DnnVersion method)
(theano.gpuarray.dnn.GpuDnnConvDesc method)
c_compiler() (CLinkerType method)
c_declare() (CLinkerType method)
(theano.gof.params_type.ParamsType method)
(theano.gof.type.CDataType method)
(theano.gof.type.CLinkerType method)
(theano.gof.type.EnumType method)
(theano.gof.type.Generic method)
(theano.gpuarray.type.GpuArrayType method)
(theano.gpuarray.type.GpuContextType method)
c_element_type() (CLinkerType method)
(theano.gof.type.CLinkerType method)
(theano.gpuarray.type.GpuArrayType method)
c_extract() (CLinkerType method)
(theano.gof.params_type.ParamsType method)
(theano.gof.type.CDataType method)
(theano.gof.type.CEnumType method)
(theano.gof.type.CLinkerType method)
(theano.gof.type.EnumType method)
(theano.gof.type.Generic method)
(theano.gpuarray.type.GpuArrayType method)
(theano.gpuarray.type.GpuContextType method)
c_extract_out() (theano.gof.type.CLinkerType method)
c_header_dirs() (CLinkerType method)
(Op method)
(theano.gof.params_type.ParamsType method)
(theano.gof.type.CDataType method)
(theano.gpuarray.basic_ops.GpuAllocEmpty method)
(theano.gpuarray.basic_ops.GpuContiguous method)
(theano.gpuarray.basic_ops.GpuFromHost method)
(theano.gpuarray.basic_ops.GpuSplit method)
(theano.gpuarray.blas.BaseGpuCorr3dMM method)
(theano.gpuarray.blas.BaseGpuCorrMM method)
(theano.gpuarray.blas.BlasOp method)
(theano.gpuarray.dnn.DnnBase method)
(theano.gpuarray.dnn.DnnVersion method)
(theano.gpuarray.dnn.GpuDnnConvDesc method)
(theano.gpuarray.dnn.GpuDnnPoolDesc method)
(theano.gpuarray.linalg.GpuMagmaBase method)
(theano.gpuarray.nnet.GpuCrossentropySoftmaxArgmax1HotWithBias method)
(theano.gpuarray.subtensor.GpuAdvancedIncSubtensor1 method)
(theano.gpuarray.subtensor.GpuAdvancedIncSubtensor1_dev20 method)
(theano.gpuarray.type.GpuArrayType method)
(theano.gpuarray.type.GpuContextType method)
c_headers() (CLinkerType method)
(Op method)
(theano.gof.params_type.ParamsType method)
(theano.gof.type.CDataType method)
(theano.gpuarray.basic_ops.GpuAlloc method)
(theano.gpuarray.basic_ops.GpuAllocEmpty method)
(theano.gpuarray.basic_ops.GpuContiguous method)
(theano.gpuarray.basic_ops.GpuFromHost method)
(theano.gpuarray.basic_ops.GpuJoin method)
(theano.gpuarray.basic_ops.GpuSplit method)
(theano.gpuarray.blas.BaseGpuCorr3dMM method)
(theano.gpuarray.blas.BaseGpuCorrMM method)
(theano.gpuarray.blas.BlasOp method)
(theano.gpuarray.blas.GpuGemmBatch method)
(theano.gpuarray.dnn.DnnBase method)
(theano.gpuarray.dnn.DnnVersion method)
(theano.gpuarray.dnn.GpuDnnConvDesc method)
(theano.gpuarray.dnn.GpuDnnPoolDesc method)
(theano.gpuarray.elemwise.GpuCAReduceCuda method)
(theano.gpuarray.elemwise.GpuElemwise method)
(theano.gpuarray.elemwise.GpuErfcinv method)
(theano.gpuarray.elemwise.GpuErfinv method)
(theano.gpuarray.linalg.GpuMagmaBase method)
(theano.gpuarray.neighbours.GpuImages2Neibs method)
(theano.gpuarray.nnet.GpuCrossentropySoftmax1HotWithBiasDx method)
(theano.gpuarray.nnet.GpuCrossentropySoftmaxArgmax1HotWithBias method)
(theano.gpuarray.nnet.GpuSoftmax method)
(theano.gpuarray.nnet.GpuSoftmaxWithBias method)
(theano.gpuarray.subtensor.GpuAdvancedIncSubtensor1 method)
(theano.gpuarray.subtensor.GpuAdvancedIncSubtensor1_dev20 method)
(theano.gpuarray.subtensor.GpuIncSubtensor method)
(theano.gpuarray.type.GpuArrayType method)
(theano.gpuarray.type.GpuContextType method)
(theano.tensor.elemwise.CAReduce method)
(theano.tensor.elemwise.Elemwise method)
c_init() (CLinkerType method)
(theano.gof.params_type.ParamsType method)
(theano.gof.type.CDataType method)
(theano.gof.type.CLinkerType method)
(theano.gof.type.EnumType method)
(theano.gof.type.Generic method)
(theano.gpuarray.type.GpuArrayType method)
(theano.gpuarray.type.GpuContextType method)
c_init_code() (CLinkerType method)
(Op method)
(theano.gof.params_type.ParamsType method)
(theano.gpuarray.blas.BlasOp method)
(theano.gpuarray.type.GpuArrayType method)
(theano.gpuarray.type.GpuContextType method)
c_init_code_apply() (Op method)
c_init_code_struct() (Op method)
(theano.gpuarray.elemwise.GpuElemwise method)
(theano.gpuarray.subtensor.GpuAdvancedIncSubtensor1 method)
(theano.gpuarray.subtensor.GpuIncSubtensor method)
(theano.tensor.extra_ops.SearchsortedOp method)
c_is_simple() (theano.gof.type.CLinkerType method)
c_lib_dirs() (CLinkerType method)
(Op method)
(theano.gof.params_type.ParamsType method)
(theano.gof.type.CDataType method)
(theano.gpuarray.dnn.DnnBase method)
(theano.gpuarray.dnn.DnnVersion method)
(theano.gpuarray.dnn.GpuDnnConvDesc method)
(theano.gpuarray.dnn.GpuDnnPoolDesc method)
(theano.gpuarray.linalg.GpuMagmaBase method)
(theano.gpuarray.type.GpuArrayType method)
c_libraries() (CLinkerType method)
(Op method)
(theano.gof.params_type.ParamsType method)
(theano.gof.type.CDataType method)
(theano.gpuarray.dnn.DnnBase method)
(theano.gpuarray.dnn.DnnVersion method)
(theano.gpuarray.dnn.GpuDnnConvDesc method)
(theano.gpuarray.dnn.GpuDnnPoolDesc method)
(theano.gpuarray.linalg.GpuMagmaBase method)
(theano.gpuarray.type.GpuArrayType method)
c_literal() (theano.gof.type.CLinkerType method)
c_no_compile_args() (CLinkerType method)
(Op method)
(theano.gof.params_type.ParamsType method)
c_support_code()
(CLinkerType method)
(Op method)
(theano.gof.params_type.ParamsType method)
(theano.gof.type.CDataType method)
(theano.gof.type.CEnumType method)
(theano.gof.type.EnumType method)
(theano.gpuarray.basic_ops.GpuJoin method)
(theano.gpuarray.dnn.DnnVersion method)
(theano.gpuarray.elemwise.GpuCAReduceCuda method)
(theano.gpuarray.neighbours.GpuImages2Neibs method)
(theano.gpuarray.subtensor.GpuAdvancedSubtensor1 method)
(theano.gpuarray.subtensor.GpuIncSubtensor method)
(theano.gpuarray.subtensor.GpuSubtensor method)
(theano.sandbox.rng_mrg.mrg_uniform method)
(theano.tensor.elemwise.Elemwise method)
c_support_code_apply()
(Op method)
(theano.compile.ops.SpecifyShape method)
(theano.tensor.elemwise.Elemwise method)
c_support_code_struct() (Op method)
(theano.gpuarray.elemwise.GpuElemwise method)
(theano.gpuarray.subtensor.GpuAdvancedIncSubtensor1 method)
(theano.gpuarray.subtensor.GpuAdvancedIncSubtensor1_dev20 method)
(theano.gpuarray.subtensor.GpuIncSubtensor method)
(theano.tensor.extra_ops.SearchsortedOp method)
c_sync() (CLinkerType method)
(theano.gof.type.CDataType method)
(theano.gof.type.CLinkerType method)
(theano.gof.type.Generic method)
(theano.gpuarray.type.GpuArrayType method)
c_to_string() (theano.gof.type.EnumType method)
cache_path (config.config.gpuarray attribute)
canonicalize() (built-in function)
Canonizer (class in theano.tensor.opt)
CAReduce (class in theano.tensor.elemwise)
CAReduceDtype (class in theano.tensor.elemwise)
Cast (class in theano.sparse.basic)
cast() (in module theano.sparse.basic)
(in module theano.tensor)
cast_policy (in module config)
categorical_crossentropy() (in module theano.tensor.nnet.nnet)
causal_conv1d() (in module theano.tensor.nnet.abstract_conv)
CDataType (class in theano.gof.type)
CDataTypeConstant (class in theano.gof.type)
ceil() (in module theano.tensor)
CEnumType (class in theano.gof.type)
CGpuKernelBase (class in theano.gpuarray.basic_ops)
change_input() (theano.gof.FunctionGraph method)
check_and_convert_boolean_masks() (in module theano.gpuarray.subtensor)
check_conv_gradinputs_shape() (in module theano.tensor.nnet.abstract_conv)
check_for_x_over_absX() (in module theano.tensor.opt)
check_integrity() (theano.gof.FunctionGraph method)
check_preallocated_output (config.config.DebugMode attribute)
check_preallocated_output_ndim (config.config.DebugMode attribute)
check_stack_trace (in module config)
chi2sf() (in module theano.tensor)
choice() (theano.sandbox.rng_mrg.MRG_RandomStreams method)
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)
clients() (theano.gof.FunctionGraph method)
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)
(in module theano.gof.graph)
(PureType method)
(theano.gof.FunctionGraph method)
(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)
(theano.gof.FunctionGraph method)
clone_with_new_inputs() (theano.gof.graph.Apply method)
code_version() (in module theano.gpuarray.kernel_codegen)
col() (in module theano.tensor)
col_scale() (in module theano.sparse.basic)
collect_callbacks() (theano.gof.FunctionGraph method)
ColScaleCSC (class in theano.sparse.basic)
CompatUnpickler (class in theano.misc.pkl_utils)
compilation_warning (config.config.cmodule attribute)
compile (in module config)
(module)
compile_limit (config.config.traceback attribute)
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)
ConnectionistTemporalClassification (class in theano.tensor.nnet.ctc)
consider_constant() (in module theano.gradient)
ConsiderConstant (class in theano.gradient)
Constant
,
[1]
(class in theano.gof.graph)
(theano.gof.type.CDataType attribute)
(theano.gpuarray.type.GpuArrayType attribute)
constant elimination
constant folding
construct_sparse_from_list (in module theano.sparse.basic)
constructors (in module theano.compile.sharedvalue)
ConstructSparseFromList (class in theano.sparse.basic)
container (theano.compile.sharedvalue.SharedVariable attribute)
context() (theano.gpuarray.type.GpuArrayType property)
context_name (theano.gpuarray.type.GpuArrayType attribute)
ContextNotDefined
conv (module)
,
[1]
conv() (theano.tensor.nnet.abstract_conv.BaseAbstractConv method)
conv2d() (in module theano.tensor.nnet)
(in module theano.tensor.nnet.abstract_conv)
(in module theano.tensor.nnet.conv)
(in module theano.tensor.signal.conv)
conv2d_grad_wrt_inputs() (in module theano.tensor.nnet.abstract_conv)
conv2d_grad_wrt_weights() (in module theano.tensor.nnet.abstract_conv)
conv2d_transpose() (in module theano.tensor.nnet)
conv3d() (in module theano.tensor.nnet)
(in module theano.tensor.nnet.abstract_conv)
(in module theano.tensor.nnet.conv3d2d)
conv3d_grad_wrt_inputs() (in module theano.tensor.nnet.abstract_conv)
conv3d_grad_wrt_weights() (in module theano.tensor.nnet.abstract_conv)
convert_variable() (theano.gof.type.PureType method)
(theano.gpuarray.type.GpuArrayType 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.gpuarray.subtensor.GpuIncSubtensor method)
copy_of_x() (theano.gpuarray.subtensor.GpuIncSubtensor method)
cos() (in module theano.tensor)
cosh() (in module theano.tensor)
Count (class in theano.typed_list.basic)
count (in module theano.typed_list.basic)
CpuContiguous (class in theano.tensor.extra_ops)
CSC (in module theano.sparse.basic)
csc_from_dense (in module theano.sparse.basic)
CSM (class in theano.sparse.basic)
csm_data() (in module theano.sparse.basic)
csm_grad (in module theano.sparse.basic)
csm_indices() (in module theano.sparse.basic)
csm_indptr() (in module theano.sparse.basic)
csm_properties (in module theano.sparse.basic)
csm_shape() (in module theano.sparse.basic)
CSMGrad (class in theano.sparse.basic)
CSMProperties (class in theano.sparse.basic)
CSR (in module theano.sparse.basic)
csr_from_dense (in module theano.sparse.basic)
ctc() (in module theano.tensor.nnet.ctc)
cuirfft() (in module theano.gpuarray.fft)
CumOp (class in theano.tensor.extra_ops)
cumprod() (in module theano.tensor.extra_ops)
CumprodOp (class in theano.tensor.extra_ops)
cumsum() (in module theano.tensor.extra_ops)
CumsumOp (class in theano.tensor.extra_ops)
curfft() (in module theano.gpuarray.fft)
cxx (in module config)
cxxflags (config.config.gcc attribute)
cycle_detection (in module config)
D
d3viz() (in module theano.d3viz.d3viz)
d3write() (in module theano.d3viz.d3viz)
debug (config.config.cmodule attribute)
(config.config.scan attribute)
debug_perform() (built-in function)
DebugMode (class in theano.compile.debugmode)
(in module config)
DebugModeError (class in theano.compile.debugmode)
debugprint (config.config.profiling attribute)
debugprint() (in module theano.printing)
DeepCopyOp (class in theano.compile.ops)
default_infer_shape() (theano.tensor.opt.ShapeFeature method)
default_output
default_output() (theano.gof.graph.Apply method)
dense_from_sparse (in module theano.sparse.basic)
DenseFromSparse (class in theano.sparse.basic)
deprecated() (in module theano.gof.utils)
destination (config.config.profiling attribute)
Destructive
Det (class in theano.tensor.nlinalg)
deterministic (in module config)
device (in module config)
Diag (class in theano.sparse.basic)
diag (in module theano.sparse.basic)
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)
DiffOp (class in theano.tensor.extra_ops)
DimShuffle (class in theano.tensor.elemwise)
dimshuffle() (theano.tensor._tensor_py_operators method)
,
[1]
disconnected_grad() (in module theano.gradient)
DisconnectedGrad (class in theano.gradient)
DisconnectedInputError
DisconnectedType (class in theano.gradient)
disown() (theano.gof.FunctionGraph method)
dnn_batch_normalization_test() (in module theano.gpuarray.dnn)
dnn_batch_normalization_train() (in module theano.gpuarray.dnn)
dnn_conv() (in module theano.gpuarray.dnn)
dnn_conv3d() (in module theano.gpuarray.dnn)
dnn_gradinput() (in module theano.gpuarray.dnn)
dnn_gradinput3d() (in module theano.gpuarray.dnn)
dnn_gradweight() (in module theano.gpuarray.dnn)
dnn_gradweight3d() (in module theano.gpuarray.dnn)
dnn_pool() (in module theano.gpuarray.dnn)
dnn_spatialtf() (in module theano.gpuarray.dnn)
DnnBase (class in theano.gpuarray.dnn)
DnnVersion (class in theano.gpuarray.dnn)
do_constant_folding() (built-in function)
(theano.gpuarray.basic_ops.GpuAlloc method)
(theano.gpuarray.basic_ops.GpuAllocEmpty method)
(theano.gpuarray.dnn.DnnVersion method)
(theano.gpuarray.dnn.GpuDnnConvDesc method)
(theano.gpuarray.dnn.GpuDnnPoolDesc method)
(theano.tensor.io.MPIRecv method)
(theano.tensor.nnet.abstract_conv.BaseAbstractConv method)
do_type_checking() (theano.gpuarray.subtensor.GpuIncSubtensor method)
Dot (class in theano.sparse.basic)
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.gpuarray.type.GpuArrayType attribute)
(theano.tensor._tensor_py_operators attribute)
(theano.tensor.TensorType attribute)
dtype() (theano.tensor._tensor_py_operators property)
dtype_specs() (theano.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 (class in theano.tensor.elemwise)
elemwise fusion
elu() (in module theano.tensor.nnet)
enabled (config.config.dnn attribute)
(config.config.magma attribute)
encompasses_broadcastable() (in module theano.tensor.opt)
ensure_sorted_indices (in module theano.sparse.basic)
EnsureSortedIndices (class in theano.sparse.basic)
enum_from_alias() (theano.gof.params_type.ParamsType method)
EnumList (class in theano.gof.type)
EnumType (class in theano.gof.type)
environment variable
THEANO_FLAGS
,
[1]
,
[2]
,
[3]
,
[4]
,
[5]
,
[6]
THEANORC
,
[1]
,
[2]
,
[3]
eq() (in module theano.sparse.basic)
(in module theano.tensor)
EqualSD (class in theano.sparse.basic)
EqualSS (class in theano.sparse.basic)
erf() (in module theano.tensor)
erfinv() (in module theano.tensor)
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() (theano.compile.mode.Mode method)
execute_callbacks() (theano.gof.FunctionGraph method)
exp() (in module theano.tensor)
Expm (class in theano.tensor.slinalg)
ExpmGrad (class in theano.tensor.slinalg)
Expression
Expression Graph
Extend (class in theano.typed_list.basic)
extend (in module theano.typed_list.basic)
extended() (theano.gof.params_type.ParamsType method)
eye() (in module theano.tensor)
F
FAST_COMPILE (in module theano.compile.mode)
FAST_RUN (in module theano.compile.mode)
Feature (class in theano.gof.toolbox)
fft() (in module conv)
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)
FillDiagonal (class in theano.tensor.extra_ops)
FillDiagonalOffset (class in theano.tensor.extra_ops)
filter() (PureType method)
(theano.gof.params_type.ParamsType method)
(theano.gof.type.CDataType method)
(theano.gof.type.EnumType method)
(theano.gof.type.Generic method)
(theano.gof.type.PureType method)
(theano.gpuarray.type.GpuArrayType method)
(theano.gpuarray.type.GpuContextType method)
(theano.gradient.DisconnectedType method)
filter_inplace() (PureType method)
filter_variable() (theano.gof.type.PureType method)
(theano.gpuarray.type.GpuArrayType method)
find_node() (in module theano.gpuarray.opt_util)
finder (theano.compile.function_module.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.gpuarray.blas.BaseGpuCorr3dMM method)
(theano.gpuarray.blas.BaseGpuCorrMM method)
(theano.tensor.nnet.abstract_conv.BaseAbstractConv method)
foldl() (in module theano)
foldr() (in module theano)
force_device (in module config)
format_as() (in module theano.gradient)
frac_bilinear_upsampling() (in module theano.tensor.nnet.abstract_conv)
free() (theano.compile.function_module.Function method)
fromalias() (theano.gof.type.EnumType method)
FromFunctionOp (class in theano.compile.ops)
Function (class in theano.compile.function_module)
function() (in module theano)
(in module theano.compile.function)
function_dump() (in module theano)
(in module theano.compile.function)
FunctionGraph (class in theano.gof)
FusionOptimizer (class in theano.tensor.opt)
G
gamma() (in module theano.tensor)
gammaln() (in module theano.tensor)
ge() (in module theano.sparse.basic)
(in module theano.tensor)
gemm
gen() (theano.tensor.shared_randomstreams.RandomStreams method)
general_toposort() (in module theano.gof.graph)
Generic (class in theano.gof.type)
get_aliases() (theano.gof.type.EnumType method)
get_clients() (in module theano.tensor.opt)
get_clients2() (in module theano.tensor.opt)
get_constant() (theano.tensor.opt.Canonizer static method)
get_context() (in module theano.gpuarray.type)
get_conv_gradinputs_shape() (in module theano.tensor.nnet.abstract_conv)
get_conv_gradinputs_shape_1axis() (in module theano.tensor.nnet.abstract_conv)
get_conv_gradweights_shape() (in module theano.tensor.nnet.abstract_conv)
get_conv_gradweights_shape_1axis() (in module theano.tensor.nnet.abstract_conv)
get_conv_output_shape() (in module theano.tensor.nnet.abstract_conv)
get_conv_shape_1axis() (in module theano.tensor.nnet.abstract_conv)
get_enum() (theano.gof.params_type.ParamsType method)
get_field() (theano.gof.params_type.ParamsType method)
get_helper_c_code_args() (theano.gpuarray.subtensor.GpuIncSubtensor method)
get_item_2d (in module theano.sparse.basic)
get_item_2lists (in module theano.sparse.basic)
get_item_list (in module theano.sparse.basic)
get_item_scalar (in module theano.sparse.basic)
get_num_denum() (theano.tensor.opt.Canonizer method)
get_out_shape() (theano.gpuarray.dnn.GpuDnnConv static method)
get_output_info() (theano.tensor.elemwise.Elemwise method)
get_param_size() (theano.gpuarray.dnn.RNNBlock method)
get_params() (Op method)
(theano.gof.params_type.ParamsType method)
get_parents() (theano.gof.graph.Apply method)
(theano.gof.graph.Node method)
(theano.gof.graph.Variable method)
(theano.gof.type.PureType.Variable method)
get_scalar_constant_value() (theano.tensor._tensor_py_operators method)
get_shape() (theano.tensor.opt.ShapeFeature method)
get_shape_info() (PureType method)
get_size() (PureType method)
get_substream_rstates() (theano.sandbox.rng_mrg.MRG_RandomStreams method)
get_type() (theano.gof.params_type.ParamsType method)
get_value() (theano.compile.sharedvalue.SharedVariable method)
(theano.gpuarray.type.GpuArraySharedVariable method)
GetItem (class in theano.typed_list.basic)
getitem (in module theano.typed_list.basic)
GetItem2d (class in theano.sparse.basic)
GetItem2Lists (class in theano.sparse.basic)
GetItem2ListsGrad (class in theano.sparse.basic)
GetItemList (class in theano.sparse.basic)
GetItemListGrad (class in theano.sparse.basic)
GetItemScalar (class in theano.sparse.basic)
gof (module)
GPU transfer
gpu_ctc() (in module theano.gpuarray.ctc)
gpu_kernels() (theano.gpuarray.basic_ops.CGpuKernelBase method)
(theano.gpuarray.basic_ops.GpuEye method)
(theano.gpuarray.basic_ops.GpuKernelBase method)
(theano.gpuarray.basic_ops.GpuTri method)
(theano.gpuarray.elemwise.GpuCAReduceCPY method)
(theano.gpuarray.elemwise.GpuCAReduceCuda method)
(theano.gpuarray.neighbours.GpuImages2Neibs method)
(theano.gpuarray.nnet.GpuCrossentropySoftmax1HotWithBiasDx method)
(theano.gpuarray.nnet.GpuCrossentropySoftmaxArgmax1HotWithBias method)
(theano.gpuarray.nnet.GpuSoftmax method)
(theano.gpuarray.nnet.GpuSoftmaxWithBias method)
(theano.gpuarray.subtensor.GpuAdvancedIncSubtensor1_dev20 method)
gpu_matrix_inverse() (in module theano.gpuarray.linalg)
gpu_qr() (in module theano.gpuarray.linalg)
gpu_supported() (in module theano.gpuarray.type)
gpu_svd() (in module theano.gpuarray.linalg)
GpuAdvancedBooleanIncSubtensor (class in theano.gpuarray.subtensor)
GpuAdvancedBooleanSubtensor (class in theano.gpuarray.subtensor)
GpuAdvancedIncSubtensor (class in theano.gpuarray.subtensor)
GpuAdvancedIncSubtensor1 (class in theano.gpuarray.subtensor)
GpuAdvancedIncSubtensor1_dev20 (class in theano.gpuarray.subtensor)
GpuAdvancedSubtensor (class in theano.gpuarray.subtensor)
GpuAdvancedSubtensor1 (class in theano.gpuarray.subtensor)
GpuAlloc (class in theano.gpuarray.basic_ops)
GpuAllocDiag (class in theano.gpuarray.subtensor)
GpuAllocEmpty (class in theano.gpuarray.basic_ops)
gpuarray_shared_constructor() (in module theano.gpuarray.type)
GpuArrayConstant (class in theano.gpuarray.type)
GpuArraySharedVariable (class in theano.gpuarray.type)
GpuArraySignature (class in theano.gpuarray.type)
GpuArrayType (class in theano.gpuarray.type)
GpuArrayVariable (class in theano.gpuarray.type)
GpuCAReduce (in module theano.gpuarray.elemwise)
GpuCAReduceCPY (class in theano.gpuarray.elemwise)
GpuCAReduceCuda (class in theano.gpuarray.elemwise)
GpuCholesky (class in theano.gpuarray.linalg)
GpuConnectionistTemporalClassification (class in theano.gpuarray.ctc)
GpuContextType (class in theano.gpuarray.type)
GpuContiguous (class in theano.gpuarray.basic_ops)
GpuCorr3dMM (class in theano.gpuarray.blas)
GpuCorr3dMM_gradInputs (class in theano.gpuarray.blas)
GpuCorr3dMM_gradWeights (class in theano.gpuarray.blas)
GpuCorrMM (class in theano.gpuarray.blas)
GpuCorrMM_gradInputs (class in theano.gpuarray.blas)
GpuCorrMM_gradWeights (class in theano.gpuarray.blas)
GpuCrossentropySoftmax1HotWithBiasDx (class in theano.gpuarray.nnet)
GpuCrossentropySoftmaxArgmax1HotWithBias (class in theano.gpuarray.nnet)
GpuCublasTriangularSolve (class in theano.gpuarray.linalg)
GpuCusolverSolve (class in theano.gpuarray.linalg)
GpuDimShuffle (class in theano.gpuarray.elemwise)
GpuDnnBatchNorm (class in theano.gpuarray.dnn)
GpuDnnBatchNormGrad (class in theano.gpuarray.dnn)
GpuDnnBatchNormInference (class in theano.gpuarray.dnn)
GpuDnnConv (class in theano.gpuarray.dnn)
GpuDnnConvDesc (class in theano.gpuarray.dnn)
GpuDnnConvGradI (class in theano.gpuarray.dnn)
GpuDnnConvGradW (class in theano.gpuarray.dnn)
GpuDnnDropoutOp (class in theano.gpuarray.dnn)
GpuDnnPool (class in theano.gpuarray.dnn)
GpuDnnPoolBase (class in theano.gpuarray.dnn)
GpuDnnPoolDesc (class in theano.gpuarray.dnn)
GpuDnnPoolGrad (class in theano.gpuarray.dnn)
GpuDnnReduction (class in theano.gpuarray.dnn)
GpuDnnRNNGradInputs (class in theano.gpuarray.dnn)
GpuDnnRNNGradWeights (class in theano.gpuarray.dnn)
GpuDnnRNNOp (class in theano.gpuarray.dnn)
GpuDnnSoftmax (class in theano.gpuarray.dnn)
GpuDnnSoftmaxBase (class in theano.gpuarray.dnn)
GpuDnnSoftmaxGrad (class in theano.gpuarray.dnn)
GpuDnnTransformerGradI (class in theano.gpuarray.dnn)
GpuDnnTransformerGradT (class in theano.gpuarray.dnn)
GpuDnnTransformerGrid (class in theano.gpuarray.dnn)
GpuDnnTransformerSampler (class in theano.gpuarray.dnn)
GpuDot22 (class in theano.gpuarray.blas)
GpuElemwise (class in theano.gpuarray.elemwise)
GpuErfcinv (class in theano.gpuarray.elemwise)
GpuErfinv (class in theano.gpuarray.elemwise)
GpuExtractDiag (class in theano.gpuarray.subtensor)
GpuEye (class in theano.gpuarray.basic_ops)
GpuFromHost (class in theano.gpuarray.basic_ops)
GpuGemm (class in theano.gpuarray.blas)
GpuGemmBatch (class in theano.gpuarray.blas)
GpuGemv (class in theano.gpuarray.blas)
GpuGer (class in theano.gpuarray.blas)
GpuImages2Neibs (class in theano.gpuarray.neighbours)
GpuIncSubtensor (class in theano.gpuarray.subtensor)
GpuJoin (class in theano.gpuarray.basic_ops)
GpuKernelBase (class in theano.gpuarray.basic_ops)
GpuMagmaBase (class in theano.gpuarray.linalg)
GpuMagmaCholesky (class in theano.gpuarray.linalg)
GpuMagmaEigh (class in theano.gpuarray.linalg)
GpuMagmaMatrixInverse (class in theano.gpuarray.linalg)
GpuMagmaQR (class in theano.gpuarray.linalg)
GpuMagmaSVD (class in theano.gpuarray.linalg)
GpuReshape (class in theano.gpuarray.basic_ops)
GpuSoftmax (class in theano.gpuarray.nnet)
GpuSoftmaxWithBias (class in theano.gpuarray.nnet)
GpuSplit (class in theano.gpuarray.basic_ops)
GpuSubtensor (class in theano.gpuarray.subtensor)
GpuToGpu (class in theano.gpuarray.basic_ops)
GpuTri (class in theano.gpuarray.basic_ops)
grab_cpu_scalar() (in module theano.gpuarray.opt_util)
grad() (built-in function)
(in module theano.gradient)
(theano.tensor.extra_ops.FillDiagonal method)
(theano.tensor.extra_ops.FillDiagonalOffset method)
(theano.tensor.nlinalg.Eigh method)
(theano.tensor.nlinalg.MatrixInverse method)
grad_clip() (in module theano.gradient)
grad_not_implemented() (in module theano.gradient)
grad_scale() (in module theano.gradient)
grad_undefined() (in module theano.gradient)
GradClip (class in theano.gradient)
gradient (module)
GradientError
GradScale (class in theano.gradient)
Graph
graph construct
Apply
Constant
Op
Type
Variable
GreaterEqualSD (class in theano.sparse.basic)
GreaterEqualSS (class in theano.sparse.basic)
GreaterThanSD (class in theano.sparse.basic)
GreaterThanSS (class in theano.sparse.basic)
gt() (in module theano.sparse.basic)
(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 theano.tensor.nnet.nnet)
has_alias() (theano.gof.type.EnumType method)
has_type() (theano.gof.params_type.ParamsType method)
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.gpuarray.basic_ops)
HStack (class in theano.sparse.basic)
hstack() (in module theano.sparse.basic)
I
identity_like() (in module theano.tensor)
ignore_bug_before (config.config.warn attribute)
ignore_first_call (config.config.profiling attribute)
imag() (in module theano.tensor)
(theano.tensor._tensor_py_operators property)
images2neibs() (in module theano.tensor.nnet.neighbours)
implicit (theano.compile.function.In attribute)
In (class in theano)
(class in theano.compile.function)
(class in theano.compile.io)
inc_rstate() (theano.sandbox.rng_mrg.MRG_RandomStreams method)
inc_subtensor serialization
inc_subtensor() (in module theano.tensor)
include (Query attribute)
include_path (config.config.dnn attribute)
(config.config.magma attribute)
including() (theano.compile.mode.Mode method)
Index (class in theano.typed_list.basic)
inf_is_error (config.config.NanGuardMode attribute)
infer_context_name() (in module theano.gpuarray.basic_ops)
infer_shape() (built-in function)
(Op method)
init_gpu_device (in module config)
init_r() (theano.tensor.opt.ShapeFeature method)
inline_reduce() (in module theano.gpuarray.kernel_codegen)
inline_reduce_fixed_shared() (in module theano.gpuarray.kernel_codegen)
inline_softmax() (in module theano.gpuarray.kernel_codegen)
inline_softmax_fixed_shared() (in module theano.gpuarray.kernel_codegen)
Inplace
inplace_allocempty() (in module theano.gpuarray.opt_util)
inplace_elemwise
inplace_random
inplace_setsubtensor
InplaceElemwiseOptimizer (class in theano.tensor.opt)
inputs() (in module theano.gof.graph)
Insert (class in theano.typed_list.basic)
insert (in module theano.typed_list.basic)
int_division (in module config)
inv() (in module theano.tensor)
inv_finder (theano.compile.function_module.Function attribute)
InvalidValueError (class in theano.compile.debugmode)
invert() (in module theano.tensor)
io_connection_pattern() (in module theano.gof.graph)
io_toposort() (in module theano.gof.graph)
irecv() (in module theano.tensor.io)
irfft() (in module theano.tensor.fft)
iround() (in module theano.tensor)
is_an_upcast() (in module theano.tensor.opt)
is_equal() (in module theano.gpuarray.opt_util)
is_in_ancestors() (in module theano.gof.graph)
is_inverse_pair() (in module theano.tensor.opt)
is_same_graph() (in module theano.gof.graph)
is_valid_value() (PureType method)
(theano.gof.type.Generic 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.gpuarray.basic_ops)
kernel_version() (theano.gpuarray.basic_ops.GpuKernelBase method)
kron() (in module theano.tensor.slinalg)
L
L_op() (theano.tensor.elemwise.Prod method)
(theano.tensor.nlinalg.MatrixPinv method)
(theano.tensor.slinalg.Cholesky method)
(theano.tensor.slinalg.Solve method)
ldflags (config.config.blas attribute)
le() (in module theano.sparse.basic)
(in module theano.tensor)
Length (class in theano.typed_list.basic)
length (in module theano.typed_list.basic)
LessEqualSD (class in theano.sparse.basic)
LessEqualSS (class in theano.sparse.basic)
LessThanSD (class in theano.sparse.basic)
LessThanSS (class in theano.sparse.basic)
library_path (config.config.dnn attribute)
(config.config.magma attribute)
limit (config.config.traceback attribute)
Linker
,
[1]
linker (in module config)
(theano.compile.mode.Mode attribute)
list_contexts() (in module theano.gpuarray.type)
list_of_nodes() (in module theano.gof.graph)
load() (in module theano.misc.pkl_utils)
(in module theano.tensor.io)
load_w() (in module theano.gpuarray.fp16_help)
LoadFromDisk (class in theano.tensor.io)
local_add_mul_fusion() (in module theano.tensor.opt)
local_alloc_elemwise_assert (config.config.experimental attribute)
local_elemwise_fusion() (in module theano.tensor.opt)
local_elemwise_fusion_op() (in module theano.tensor.opt)
local_log_softmax
local_remove_all_assert
LocalOptimizer (built-in class)
log() (in module theano.tensor)
Lop() (in module theano.gradient)
lstsq (class in theano.tensor.nlinalg)
lt() (in module theano.sparse.basic)
(in module theano.tensor)
M
make_list (in module theano.typed_list.basic)
make_node() (built-in function)
(theano.compile.ops.DeepCopyOp method)
(theano.compile.ops.Rebroadcast method)
(theano.compile.ops.Shape method)
(theano.compile.ops.Shape_i method)
(theano.compile.ops.SpecifyShape method)
(theano.compile.ops.ViewOp method)
(theano.gpuarray.basic_ops.GpuAlloc method)
(theano.gpuarray.basic_ops.GpuAllocEmpty method)
(theano.gpuarray.basic_ops.GpuContiguous method)
(theano.gpuarray.basic_ops.GpuEye method)
(theano.gpuarray.basic_ops.GpuFromHost method)
(theano.gpuarray.basic_ops.GpuJoin method)
(theano.gpuarray.basic_ops.GpuReshape method)
(theano.gpuarray.basic_ops.GpuSplit method)
(theano.gpuarray.basic_ops.GpuToGpu method)
(theano.gpuarray.basic_ops.GpuTri method)
(theano.gpuarray.basic_ops.HostFromGpu method)
(theano.gpuarray.blas.GpuCorr3dMM method)
(theano.gpuarray.blas.GpuCorr3dMM_gradInputs method)
(theano.gpuarray.blas.GpuCorr3dMM_gradWeights method)
(theano.gpuarray.blas.GpuCorrMM method)
(theano.gpuarray.blas.GpuCorrMM_gradInputs method)
(theano.gpuarray.blas.GpuCorrMM_gradWeights method)
(theano.gpuarray.blas.GpuDot22 method)
(theano.gpuarray.blas.GpuGemm method)
(theano.gpuarray.blas.GpuGemmBatch method)
(theano.gpuarray.blas.GpuGemv method)
(theano.gpuarray.blas.GpuGer method)
(theano.gpuarray.dnn.DnnVersion method)
(theano.gpuarray.dnn.GpuDnnBatchNorm method)
(theano.gpuarray.dnn.GpuDnnBatchNormGrad method)
(theano.gpuarray.dnn.GpuDnnBatchNormInference method)
(theano.gpuarray.dnn.GpuDnnConv method)
(theano.gpuarray.dnn.GpuDnnConvDesc method)
(theano.gpuarray.dnn.GpuDnnConvGradI method)
(theano.gpuarray.dnn.GpuDnnConvGradW method)
(theano.gpuarray.dnn.GpuDnnDropoutOp method)
(theano.gpuarray.dnn.GpuDnnPool method)
(theano.gpuarray.dnn.GpuDnnPoolDesc method)
(theano.gpuarray.dnn.GpuDnnPoolGrad method)
(theano.gpuarray.dnn.GpuDnnReduction method)
(theano.gpuarray.dnn.GpuDnnRNNGradInputs method)
(theano.gpuarray.dnn.GpuDnnRNNGradWeights method)
(theano.gpuarray.dnn.GpuDnnRNNOp method)
(theano.gpuarray.dnn.GpuDnnSoftmax method)
(theano.gpuarray.dnn.GpuDnnSoftmaxGrad method)
(theano.gpuarray.dnn.GpuDnnTransformerGradI method)
(theano.gpuarray.dnn.GpuDnnTransformerGradT method)
(theano.gpuarray.dnn.GpuDnnTransformerGrid method)
(theano.gpuarray.dnn.GpuDnnTransformerSampler method)
(theano.gpuarray.elemwise.GpuCAReduceCPY method)
(theano.gpuarray.elemwise.GpuCAReduceCuda method)
(theano.gpuarray.elemwise.GpuDimShuffle method)
(theano.gpuarray.elemwise.GpuElemwise method)
(theano.gpuarray.linalg.GpuCholesky method)
(theano.gpuarray.linalg.GpuCublasTriangularSolve method)
(theano.gpuarray.linalg.GpuCusolverSolve method)
(theano.gpuarray.linalg.GpuMagmaCholesky method)
(theano.gpuarray.linalg.GpuMagmaEigh method)
(theano.gpuarray.linalg.GpuMagmaMatrixInverse method)
(theano.gpuarray.linalg.GpuMagmaQR method)
(theano.gpuarray.linalg.GpuMagmaSVD method)
(theano.gpuarray.neighbours.GpuImages2Neibs method)
(theano.gpuarray.nnet.GpuCrossentropySoftmax1HotWithBiasDx method)
(theano.gpuarray.nnet.GpuCrossentropySoftmaxArgmax1HotWithBias method)
(theano.gpuarray.nnet.GpuSoftmax method)
(theano.gpuarray.nnet.GpuSoftmaxWithBias method)
(theano.gpuarray.subtensor.GpuAdvancedBooleanIncSubtensor method)
(theano.gpuarray.subtensor.GpuAdvancedBooleanSubtensor method)
(theano.gpuarray.subtensor.GpuAdvancedIncSubtensor method)
(theano.gpuarray.subtensor.GpuAdvancedIncSubtensor1 method)
(theano.gpuarray.subtensor.GpuAdvancedIncSubtensor1_dev20 method)
(theano.gpuarray.subtensor.GpuAdvancedSubtensor method)
(theano.gpuarray.subtensor.GpuAdvancedSubtensor1 method)
(theano.gpuarray.subtensor.GpuAllocDiag method)
(theano.gpuarray.subtensor.GpuExtractDiag method)
(theano.gpuarray.subtensor.GpuIncSubtensor method)
(theano.gpuarray.subtensor.GpuSubtensor method)
(theano.misc.doubleop.DoubleOp method)
(theano.sandbox.linalg.ops.Hint method)
(theano.sandbox.rng_mrg.DotModulo method)
(theano.sandbox.rng_mrg.mrg_uniform method)
(theano.sparse.basic.AddSD method)
(theano.sparse.basic.AddSS method)
(theano.sparse.basic.AddSSData method)
(theano.sparse.basic.Cast method)
(theano.sparse.basic.ColScaleCSC method)
(theano.sparse.basic.ConstructSparseFromList method)
(theano.sparse.basic.CSM method)
(theano.sparse.basic.CSMGrad method)
(theano.sparse.basic.CSMProperties method)
(theano.sparse.basic.DenseFromSparse method)
(theano.sparse.basic.Diag method)
(theano.sparse.basic.Dot method)
(theano.sparse.basic.EnsureSortedIndices method)
(theano.sparse.basic.GetItem2d method)
(theano.sparse.basic.GetItem2Lists method)
(theano.sparse.basic.GetItem2ListsGrad method)
(theano.sparse.basic.GetItemList method)
(theano.sparse.basic.GetItemListGrad method)
(theano.sparse.basic.GetItemScalar method)
(theano.sparse.basic.HStack method)
(theano.sparse.basic.MulSD method)
(theano.sparse.basic.MulSS method)
(theano.sparse.basic.MulSV method)
(theano.sparse.basic.Neg method)
(theano.sparse.basic.Remove0 method)
(theano.sparse.basic.RowScaleCSC method)
(theano.sparse.basic.SamplingDot method)
(theano.sparse.basic.SparseFromDense method)
(theano.sparse.basic.SpSum method)
(theano.sparse.basic.SquareDiagonal method)
(theano.sparse.basic.StructuredAddSV method)
(theano.sparse.basic.StructuredDot method)
(theano.sparse.basic.StructuredDotGradCSC method)
(theano.sparse.basic.StructuredDotGradCSR method)
(theano.sparse.basic.Transpose method)
(theano.sparse.basic.TrueDot method)
(theano.sparse.basic.Usmm method)
(theano.sparse.sandbox.sp2.Binomial method)
(theano.sparse.sandbox.sp2.Multinomial method)
(theano.sparse.sandbox.sp2.Poisson method)
(theano.tensor.elemwise.All method)
(theano.tensor.elemwise.Any method)
(theano.tensor.elemwise.CAReduce method)
(theano.tensor.elemwise.CAReduceDtype method)
(theano.tensor.elemwise.DimShuffle method)
(theano.tensor.elemwise.Elemwise method)
(theano.tensor.extra_ops.Bartlett method)
(theano.tensor.extra_ops.CpuContiguous method)
(theano.tensor.extra_ops.CumOp method)
(theano.tensor.extra_ops.DiffOp method)
(theano.tensor.extra_ops.FillDiagonal method)
(theano.tensor.extra_ops.FillDiagonalOffset method)
(theano.tensor.extra_ops.RavelMultiIndex method)
(theano.tensor.extra_ops.RepeatOp method)
(theano.tensor.extra_ops.SearchsortedOp method)
(theano.tensor.extra_ops.Unique method)
(theano.tensor.extra_ops.UnravelIndex method)
(theano.tensor.io.LoadFromDisk method)
(theano.tensor.io.MPIRecv method)
(theano.tensor.io.MPIRecvWait method)
(theano.tensor.io.MPISend method)
(theano.tensor.io.MPISendWait method)
(theano.tensor.nlinalg.AllocDiag method)
(theano.tensor.nlinalg.Det method)
(theano.tensor.nlinalg.Eig method)
(theano.tensor.nlinalg.Eigh method)
(theano.tensor.nlinalg.EighGrad method)
(theano.tensor.nlinalg.lstsq method)
(theano.tensor.nlinalg.MatrixInverse method)
(theano.tensor.nlinalg.MatrixPinv method)
(theano.tensor.nlinalg.QRFull method)
(theano.tensor.nlinalg.QRIncomplete method)
(theano.tensor.nlinalg.SVD method)
(theano.tensor.nlinalg.TensorInv method)
(theano.tensor.nlinalg.TensorSolve method)
(theano.tensor.nnet.abstract_conv.AbstractConv method)
(theano.tensor.nnet.abstract_conv.AbstractConv_gradInputs method)
(theano.tensor.nnet.abstract_conv.AbstractConv_gradWeights method)
(theano.tensor.nnet.blocksparse.SparseBlockGemv method)
(theano.tensor.nnet.blocksparse.SparseBlockOuter method)
(theano.tensor.opt.Assert method)
(theano.tensor.opt.MakeVector method)
(theano.tensor.slinalg.Cholesky method)
(theano.tensor.slinalg.CholeskyGrad method)
(theano.tensor.slinalg.Eigvalsh method)
(theano.tensor.slinalg.EigvalshGrad method)
(theano.tensor.slinalg.Expm method)
(theano.tensor.slinalg.ExpmGrad method)
(theano.tensor.slinalg.Solve method)
(theano.tests.breakpoint.PdbBreakpoint method)
(theano.typed_list.basic.Append method)
(theano.typed_list.basic.Count method)
(theano.typed_list.basic.Extend method)
(theano.typed_list.basic.GetItem method)
(theano.typed_list.basic.Index method)
(theano.typed_list.basic.Insert method)
(theano.typed_list.basic.Length method)
(theano.typed_list.basic.MakeList method)
(theano.typed_list.basic.Remove method)
(theano.typed_list.basic.Reverse method)
make_thunk() (built-in function)
make_value() (theano.gof.type.CDataType method)
make_variable() (PureType method)
(theano.gof.type.PureType method)
make_view_array() (theano.gpuarray.subtensor.GpuIncSubtensor method)
MakeList (class in theano.typed_list.basic)
MakeVector (class in theano.tensor.opt)
map() (in module theano)
matrix() (in module theano.tensor)
matrix_dot() (in module theano.tensor.nlinalg)
matrix_power() (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_inputs_to_GpuElemwise() (in module theano.gpuarray.elemwise)
max_pool() (in module theano.sparse.sandbox.sp)
max_pool_2d_same_size() (in module theano.tensor.signal.pool)
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
merge_num_denum() (theano.tensor.opt.Canonizer method)
merge_two_slices() (in module theano.tensor.opt)
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 theano.compile.mode)
mode (in module config)
move_to_gpu() (in module theano.gpuarray.type)
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)
mrg_uniform (class in theano.sandbox.rng_mrg)
mrg_uniform_base (class in theano.sandbox.rng_mrg)
mul canonicalization
mul specialization
mul() (in module theano.sparse.basic)
mul_s_v (in module theano.sparse.basic)
MulSD (class in theano.sparse.basic)
MulSS (class in theano.sparse.basic)
MulSV (class in theano.sparse.basic)
Multinomial (class in theano.sparse.sandbox.sp2)
multinomial() (in module theano.tensor.raw_random)
(theano.sandbox.rng_mrg.MRG_RandomStreams method)
multMatVect() (in module theano.sandbox.rng_mrg)
MulWithoutZeros (class in theano.tensor.elemwise)
mutable (theano.compile.function.In attribute)
N
n_apply (config.config.profiling attribute)
n_ops (config.config.profiling attribute)
name (theano.compile.function.In attribute)
(theano.gpuarray.type.GpuArrayType attribute)
nan_is_error (config.config.NanGuardMode attribute)
NanGuardMode (class in theano.compile.nanguardmode)
ndim (theano.gpuarray.type.GpuArrayType attribute)
(theano.tensor._tensor_py_operators attribute)
(theano.tensor.TensorType attribute)
ndim() (theano.tensor._tensor_py_operators property)
Neg (class in theano.sparse.basic)
neg (in module theano.sparse.basic)
neg() (in module theano.tensor)
neg_div_neg
neg_neg
neibs2images() (in module theano.tensor.nnet.neighbours)
neq() (in module theano.sparse.basic)
(in module theano.tensor)
nin() (theano.gof.graph.Apply property)
nocleanup (in module config)
NoCuDNNRaise (class in theano.gpuarray.dnn)
Node (class in theano.gof.graph)
node_colors (theano.d3viz.formatting.PyDotFormatter attribute)
NodeFinder (class in theano.gof.toolbox)
nodes_constructed() (in module theano.gof.graph)
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 theano.tensor.raw_random)
(theano.sandbox.rng_mrg.MRG_RandomStreams method)
NotEqualSD (class in theano.sparse.basic)
NotEqualSS (class in theano.sparse.basic)
nout() (theano.gof.graph.Apply property)
NullTypeGradError
numeric_grad (class in theano.gradient)
numpy (in module config)
nvcc_kernel() (in module theano.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() (in module theano.tensor)
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)
(theano.compile.mode.Mode attribute)
optimizer_excluding (config.config attribute)
(config.config.metaopt attribute)
optimizer_including (config.config.metaopt attribute)
(in module config)
optimizer_requiring (in module config)
optimizer_verbose (in module config)
or_() (in module theano.tensor)
orderings() (theano.gof.FunctionGraph method)
(theano.gof.toolbox.Feature method)
orphans() (in module theano.gof.graph)
Out (class in theano.compile.function)
out() (theano.gof.graph.Apply property)
outer() (in module theano.tensor)
output_merge() (in module theano.gpuarray.opt_util)
OutputGuard (class in theano.compile.ops)
P
pad_dims() (in module theano.gpuarray.opt_util)
Params (class in theano.gof.params_type)
params_type() (theano.gof.graph.Apply property)
ParamsType (class in theano.gof.params_type)
patternbroadcast() (in module theano.tensor)
PatternSub() (built-in function)
PdbBreakpoint (class in theano.tests.breakpoint)
perform() (built-in function)
(theano.compile.ops.DeepCopyOp method)
(theano.compile.ops.FromFunctionOp method)
(theano.compile.ops.Rebroadcast method)
(theano.compile.ops.Shape method)
(theano.compile.ops.Shape_i method)
(theano.compile.ops.SpecifyShape method)
(theano.compile.ops.ViewOp method)
(theano.gpuarray.basic_ops.GpuAlloc method)
(theano.gpuarray.basic_ops.GpuAllocEmpty method)
(theano.gpuarray.basic_ops.GpuContiguous method)
(theano.gpuarray.basic_ops.GpuFromHost method)
(theano.gpuarray.basic_ops.GpuJoin method)
(theano.gpuarray.basic_ops.GpuReshape method)
(theano.gpuarray.basic_ops.GpuToGpu method)
(theano.gpuarray.basic_ops.HostFromGpu method)
(theano.gpuarray.blas.GpuDot22 method)
(theano.gpuarray.blas.GpuGemm method)
(theano.gpuarray.blas.GpuGemv method)
(theano.gpuarray.blas.GpuGer method)
(theano.gpuarray.elemwise.GpuCAReduceCPY method)
(theano.gpuarray.elemwise.GpuCAReduceCuda method)
(theano.gpuarray.elemwise.GpuDimShuffle method)
(theano.gpuarray.elemwise.GpuElemwise method)
(theano.gpuarray.linalg.GpuCholesky method)
(theano.gpuarray.linalg.GpuCublasTriangularSolve method)
(theano.gpuarray.linalg.GpuCusolverSolve method)
(theano.gpuarray.neighbours.GpuImages2Neibs method)
(theano.gpuarray.subtensor.GpuAdvancedIncSubtensor1 method)
(theano.gpuarray.subtensor.GpuAdvancedIncSubtensor1_dev20 method)
(theano.gpuarray.subtensor.GpuAdvancedSubtensor1 method)
(theano.gpuarray.subtensor.GpuAllocDiag method)
(theano.gpuarray.subtensor.GpuExtractDiag method)
(theano.gpuarray.subtensor.GpuIncSubtensor method)
(theano.gpuarray.subtensor.GpuSubtensor method)
(theano.misc.doubleop.DoubleOp method)
(theano.sandbox.linalg.ops.Hint method)
(theano.sandbox.rng_mrg.DotModulo method)
(theano.sandbox.rng_mrg.mrg_uniform method)
(theano.sparse.basic.AddSD method)
(theano.sparse.basic.AddSS method)
(theano.sparse.basic.AddSSData method)
(theano.sparse.basic.Cast method)
(theano.sparse.basic.ColScaleCSC method)
(theano.sparse.basic.ConstructSparseFromList method)
(theano.sparse.basic.CSM method)
(theano.sparse.basic.CSMGrad method)
(theano.sparse.basic.CSMProperties method)
(theano.sparse.basic.DenseFromSparse method)
(theano.sparse.basic.Diag method)
(theano.sparse.basic.Dot method)
(theano.sparse.basic.EnsureSortedIndices method)
(theano.sparse.basic.GetItem2d method)
(theano.sparse.basic.GetItem2Lists method)
(theano.sparse.basic.GetItem2ListsGrad method)
(theano.sparse.basic.GetItemList method)
(theano.sparse.basic.GetItemListGrad method)
(theano.sparse.basic.GetItemScalar method)
(theano.sparse.basic.HStack method)
(theano.sparse.basic.MulSD method)
(theano.sparse.basic.MulSS method)
(theano.sparse.basic.MulSV method)
(theano.sparse.basic.Neg method)
(theano.sparse.basic.Remove0 method)
(theano.sparse.basic.RowScaleCSC method)
(theano.sparse.basic.SamplingDot method)
(theano.sparse.basic.SparseFromDense method)
(theano.sparse.basic.SpSum method)
(theano.sparse.basic.SquareDiagonal method)
(theano.sparse.basic.StructuredAddSV method)
(theano.sparse.basic.StructuredDot method)
(theano.sparse.basic.StructuredDotGradCSC method)
(theano.sparse.basic.StructuredDotGradCSR method)
(theano.sparse.basic.Transpose method)
(theano.sparse.basic.TrueDot method)
(theano.sparse.basic.Usmm method)
(theano.sparse.basic.VStack method)
(theano.sparse.sandbox.sp.ConvolutionIndices method)
(theano.sparse.sandbox.sp2.Binomial method)
(theano.sparse.sandbox.sp2.Multinomial method)
(theano.sparse.sandbox.sp2.Poisson method)
(theano.tensor.elemwise.CAReduce method)
(theano.tensor.elemwise.DimShuffle method)
(theano.tensor.elemwise.Elemwise method)
(theano.tensor.extra_ops.Bartlett method)
(theano.tensor.extra_ops.CpuContiguous method)
(theano.tensor.extra_ops.CumOp method)
(theano.tensor.extra_ops.DiffOp method)
(theano.tensor.extra_ops.FillDiagonal method)
(theano.tensor.extra_ops.FillDiagonalOffset method)
(theano.tensor.extra_ops.RavelMultiIndex method)
(theano.tensor.extra_ops.RepeatOp method)
(theano.tensor.extra_ops.SearchsortedOp method)
(theano.tensor.extra_ops.Unique method)
(theano.tensor.extra_ops.UnravelIndex method)
(theano.tensor.io.LoadFromDisk method)
(theano.tensor.io.MPIRecv method)
(theano.tensor.io.MPIRecvWait method)
(theano.tensor.io.MPISend method)
(theano.tensor.io.MPISendWait method)
(theano.tensor.nlinalg.AllocDiag method)
(theano.tensor.nlinalg.Det method)
(theano.tensor.nlinalg.Eig method)
(theano.tensor.nlinalg.Eigh method)
(theano.tensor.nlinalg.EighGrad method)
(theano.tensor.nlinalg.lstsq method)
(theano.tensor.nlinalg.MatrixInverse method)
(theano.tensor.nlinalg.MatrixPinv method)
(theano.tensor.nlinalg.QRFull method)
(theano.tensor.nlinalg.QRIncomplete method)
(theano.tensor.nlinalg.SVD method)
(theano.tensor.nlinalg.TensorInv method)
(theano.tensor.nlinalg.TensorSolve method)
(theano.tensor.nnet.abstract_conv.AbstractConv method)
(theano.tensor.nnet.abstract_conv.AbstractConv_gradInputs method)
(theano.tensor.nnet.abstract_conv.AbstractConv_gradWeights method)
(theano.tensor.nnet.blocksparse.SparseBlockGemv method)
(theano.tensor.nnet.blocksparse.SparseBlockOuter method)
(theano.tensor.opt.Assert method)
(theano.tensor.opt.MakeVector method)
(theano.tensor.slinalg.Cholesky method)
(theano.tensor.slinalg.CholeskyGrad method)
(theano.tensor.slinalg.Eigvalsh method)
(theano.tensor.slinalg.EigvalshGrad method)
(theano.tensor.slinalg.Expm method)
(theano.tensor.slinalg.ExpmGrad method)
(theano.tensor.slinalg.Solve method)
(theano.tests.breakpoint.PdbBreakpoint method)
(theano.typed_list.basic.Append method)
(theano.typed_list.basic.Count method)
(theano.typed_list.basic.Extend method)
(theano.typed_list.basic.GetItem method)
(theano.typed_list.basic.Index method)
(theano.typed_list.basic.Insert method)
(theano.typed_list.basic.Length method)
(theano.typed_list.basic.MakeList method)
(theano.typed_list.basic.Remove method)
(theano.typed_list.basic.Reverse method)
permutation() (in module theano.tensor.raw_random)
Poisson (class in theano.sparse.sandbox.sp2)
pool (module)
pool_2d() (in module theano.tensor.signal.pool)
pool_3d() (in module theano.tensor.signal.pool)
pow specialization
pp() (in module theano.printing)
preallocate (config.config.gpuarray attribute)
preload_cache (config.config.cmodule attribute)
prepare_node() (theano.gpuarray.dnn.GpuDnnDropoutOp method)
(theano.gpuarray.elemwise.GpuCAReduceCPY method)
(theano.gpuarray.linalg.GpuCholesky method)
(theano.gpuarray.linalg.GpuCublasTriangularSolve method)
(theano.gpuarray.linalg.GpuCusolverSolve method)
(theano.gpuarray.linalg.GpuMagmaBase method)
(theano.gpuarray.linalg.GpuMagmaSVD method)
(theano.tensor.elemwise.Elemwise method)
Print (class in theano.printing)
print_active_device (in module config)
print_test_value (in module config)
PrintListener (class in theano.gof.toolbox)
Prod (class in theano.tensor.elemwise)
prod() (in module theano.tensor)
(theano.tensor._tensor_py_operators method)
ProdWithoutZeros (class in theano.tensor.elemwise)
profile (in module config)
profile_memory (in module config)
profile_optimizer (in module config)
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)
(theano.gpuarray.elemwise.GpuElemwise method)
(theano.tensor.elemwise.Elemwise 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.compile.ops.Rebroadcast method)
(theano.compile.ops.Shape method)
(theano.compile.ops.SpecifyShape method)
(theano.gpuarray.basic_ops.GpuFromHost method)
(theano.gpuarray.basic_ops.GpuToGpu method)
(theano.gpuarray.basic_ops.HostFromGpu method)
(theano.gradient.DisconnectedGrad method)
(theano.gradient.UndefinedGrad method)
(theano.gradient.ZeroGrad method)
(theano.misc.doubleop.DoubleOp method)
(theano.sandbox.rng_mrg.mrg_uniform_base method)
(theano.sparse.basic.ConstructSparseFromList method)
(theano.tensor.elemwise.DimShuffle method)
(theano.tensor.elemwise.Elemwise method)
(theano.tensor.elemwise.Sum method)
(theano.tensor.nlinalg.MatrixInverse method)
(theano.tensor.nnet.abstract_conv.AbstractConv method)
(theano.tensor.opt.MakeVector method)
random_integers() (in module theano.tensor.raw_random)
random_state_type() (in module theano.tensor.raw_random)
RandomFunction (class in theano.tensor.raw_random)
RandomStateType (class in theano.tensor.raw_random)
RandomStreams (class in theano.tensor.shared_randomstreams)
RandomStreamsBase (class in theano.tensor.raw_random)
RandomVariable (class in theano.tensor.shared_randomstreams)
ravel() (theano.tensor._tensor_py_operators method)
ravel_multi_index() (in module theano.tensor.extra_ops)
RavelMultiIndex (class in theano.tensor.extra_ops)
real() (in module theano.tensor)
(theano.tensor._tensor_py_operators property)
Rebroadcast (class in theano.compile.ops)
recv() (in module theano.tensor.io)
reduce() (in module theano)
reg_context() (in module theano.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 (class in theano.typed_list.basic)
remove (in module theano.typed_list.basic)
remove() (in module theano.gof.utils)
Remove0 (class in theano.sparse.basic)
remove0 (in module theano.sparse.basic)
remove_feature() (theano.gof.FunctionGraph method)
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]
RepeatOp (class in theano.tensor.extra_ops)
replace() (theano.gof.FunctionGraph method)
replace_all() (theano.gof.FunctionGraph method)
replace_patterns() (in module theano.d3viz.d3viz)
replace_validate() (theano.gof.toolbox.ReplaceValidate method)
ReplaceValidate (class in theano.gof.toolbox)
require (Query attribute)
requiring() (theano.compile.mode.Mode method)
reshape() (in module theano.tensor)
(theano.tensor._tensor_py_operators method)
,
[1]
reshape_chain
Reverse (class in theano.typed_list.basic)
reverse (in module theano.typed_list.basic)
revert() (theano.gof.toolbox.History method)
rfft() (in module theano.tensor.fft)
rng (theano.tensor.shared_randomstreams.RandomVariable attribute)
RNNBlock (class in theano.gpuarray.dnn)
roll() (in module theano.tensor)
root (config.config.ctc attribute)
Rop() (in module theano.gradient)
round() (in module theano.tensor)
(theano.tensor._tensor_py_operators method)
,
[1]
row() (in module theano.tensor)
row_scale() (in module theano.sparse.basic)
RowScaleCSC (class in theano.sparse.basic)
run_params() (theano.gof.graph.Apply method)
S
safe_json() (in module theano.d3viz.d3viz)
same_shape() (theano.tensor.opt.ShapeFeature method)
sampling_dot (in module theano.sparse.basic)
SamplingDot (class in theano.sparse.basic)
sandbox (module)
sandbox.linalg (module)
sandbox.neighbours (module)
sandbox.rng_mrg (module)
scalar() (in module theano.tensor)
scalarconsts_rest() (in module theano.tensor.opt)
scan() (in module theano)
scan_checkpoints() (in module theano)
sched (config.config.gpuarray attribute)
searchsorted() (in module theano.tensor.extra_ops)
SearchsortedOp (class in theano.tensor.extra_ops)
seed() (theano.sandbox.rng_mrg.MRG_RandomStreams method)
(theano.tensor.shared_randomstreams.RandomStreams method)
selu() (in module theano.tensor.nnet)
send() (in module theano.tensor.io)
separable_conv2d() (in module theano.tensor.nnet.abstract_conv)
separable_conv3d() (in module theano.tensor.nnet.abstract_conv)
set_shape() (theano.tensor.opt.ShapeFeature method)
set_shape_i() (theano.tensor.opt.ShapeFeature method)
set_subtensor() (in module theano.tensor)
set_value() (theano.compile.sharedvalue.SharedVariable method)
(theano.gpuarray.type.GpuArraySharedVariable 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_ir() (theano.tensor.opt.ShapeFeature method)
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)
shape_tuple() (theano.tensor.opt.ShapeFeature method)
ShapeFeature (class in theano.tensor.opt)
ShapeOptimizer (class in theano.tensor.opt)
shapes (theano.d3viz.formatting.PyDotFormatter attribute)
Shared Variable
shared() (in module theano)
(in module theano.compile.sharedvalue)
shared_constructor() (in module theano.compile.sharedvalue)
SharedVariable (class in theano.compile.sharedvalue)
(theano.gpuarray.type.GpuArrayType attribute)
sigmoid() (in module theano.tensor.nnet.nnet)
sigmoid_binary_crossentropy() (in module theano.tensor.nnet.nnet)
signal (module)
simple_extract_stack() (in module theano.gof.utils)
simplify() (theano.tensor.opt.Canonizer method)
simplify_constants() (theano.tensor.opt.Canonizer method)
simplify_factors() (theano.tensor.opt.Canonizer method)
single_stream (config.config.gpuarray attribute)
SingletonType (class in theano.gof.type)
softmax() (in module theano.tensor.nnet.nnet)
softplus() (in module theano.tensor.nnet.nnet)
softsign() (in module theano.tensor.nnet.nnet)
Solve (class in theano.tensor.slinalg)
solve() (in module theano.tensor.slinalg)
solve_lower_triangular() (in module theano.tensor.slinalg)
solve_symmetric (in module theano.tensor.slinalg)
solve_upper_triangular() (in module 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_formats (in module theano.sparse.basic)
sparse_grad() (in module theano)
SparseBlockGemv (class in theano.tensor.nnet.blocksparse)
SparseBlockOuter (class in theano.tensor.nnet.blocksparse)
SparseConstant (class in theano.sparse.basic)
SparseConstantSignature (class in theano.sparse.basic)
SparseFromDense (class in theano.sparse.basic)
SparseVariable (class in theano.sparse.basic)
specialize() (built-in function)
SpecifyShape (class in theano.compile.ops)
spectral_radius_bound() (in module theano.sandbox.linalg.ops)
split_params() (theano.gpuarray.dnn.RNNBlock method)
SpSum (class in theano.sparse.basic)
sqr() (in module theano.tensor)
sqrt() (in module theano.tensor)
square_diagonal (in module theano.sparse.basic)
SquareDiagonal (class in theano.sparse.basic)
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 theano.compile.debugmode)
Storage
strict (theano.compile.function.In attribute)
StripPickler (class in theano.misc.pkl_utils)
structured_add_s_v (in module theano.sparse.basic)
structured_dot() (in module theano.sparse.basic)
StructuredAddSV (class in theano.sparse.basic)
StructuredDot (class in theano.sparse.basic)
StructuredDotGradCSC (class in theano.sparse.basic)
StructuredDotGradCSR (class in theano.sparse.basic)
sub() (in module theano.sparse.basic)
subgraph_grad() (in module theano.gradient)
subquery (Query attribute)
Sum (class in theano.tensor.elemwise)
sum() (in module theano.tensor)
(theano.tensor._tensor_py_operators method)
sum_scalar_mul
SupportCodeError
supports_c_code() (theano.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.elemwise (module)
tensor.extra_ops (module)
tensor.io (module)
tensor.nlinalg (module)
tensor.nnet.blocksparse (module)
tensor.nnet.bn (module)
tensor.opt (module)
tensor.slinalg (module)
tensor.utils (module)
tensor3() (in module theano.tensor)
tensor4() (in module theano.tensor)
tensor5() (in module theano.tensor)
tensor6() (in module theano.tensor)
tensor7() (in module theano.tensor)
TensorConstant (class in theano.tensor)
tensordot() (in module theano.tensor)
TensorInv (class in theano.tensor.nlinalg)
tensorinv() (in module theano.tensor.nlinalg)
TensorSharedVariable (class in theano.tensor)
TensorSolve (class in theano.tensor.nlinalg)
tensorsolve() (in module theano.tensor.nlinalg)
TensorType (class in theano.tensor)
TensorVariable (class in theano.tensor)
theano (module)
theano.compile.debugmode (module)
theano.compile.function (module)
theano.compile.io (module)
theano.compile.mode (module)
theano.compile.nanguardmode (module)
theano.compile.ops (module)
theano.compile.profilemode (module)
theano.compile.sharedvalue (module)
theano.d3viz (module)
theano.d3viz.d3viz (module)
theano.function
theano.gof.fg (module)
theano.gof.graph (module)
theano.gof.params_type (module)
theano.gof.toolbox (module)
theano.gof.type (module)
theano.gof.utils (module)
theano.gpuarray (module)
theano.gpuarray.basic_ops (module)
theano.gpuarray.blas (module)
theano.gpuarray.ctc (module)
theano.gpuarray.dnn (module)
theano.gpuarray.elemwise (module)
theano.gpuarray.fft (module)
theano.gpuarray.fp16_help (module)
theano.gpuarray.kernel_codegen (module)
theano.gpuarray.linalg (module)
theano.gpuarray.neighbours (module)
theano.gpuarray.nnet (module)
theano.gpuarray.opt_util (module)
theano.gpuarray.subtensor (module)
theano.gpuarray.type (module)
theano.gradient (module)
theano.misc.doubleop (module)
theano.pp() (in module theano.printing)
theano.printing (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.tensor.elemwise (module)
theano.tensor.extra_ops (module)
theano.tensor.fft (module)
theano.tensor.io (module)
theano.tensor.nlinalg (module)
theano.tensor.nnet (module)
theano.tensor.nnet.abstract_conv (module)
theano.tensor.nnet.blocksparse (module)
theano.tensor.nnet.ctc (module)
theano.tensor.nnet.neighbours (module)
theano.tensor.nnet.nnet (module)
theano.tensor.opt (module)
theano.tensor.raw_random (module)
theano.tensor.shared_randomstreams (module)
theano.tensor.slinalg (module)
theano.tensor.utils (module)
theano.tests.breakpoint (module)
theano.typed_list.basic (module)
THEANO_FLAGS
,
[1]
,
[2]
,
[3]
,
[4]
,
[5]
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)
(theano.gof.FunctionGraph method)
trace() (in module theano.tensor.nlinalg)
(theano.tensor._tensor_py_operators method)
tracks() (theano.tensor.opt.Canonizer method)
transfer() (theano.tensor._tensor_py_operators method)
transform() (LocalOptimizer method)
(theano.tensor.opt.Canonizer method)
Transpose (class in theano.sparse.basic)
transpose (in module theano.sparse.basic)
transpose() (theano.tensor._tensor_py_operators method)
true_dot() (in module theano.sparse.basic)
TrueDot (class in theano.sparse.basic)
truncated_normal() (theano.sandbox.rng_mrg.MRG_RandomStreams method)
Type
,
[1]
(class in theano.gof.type)
type (theano.tensor._tensor_py_operators attribute)
typecode (theano.gpuarray.type.GpuArrayType attribute)
TypedListConstant (class in theano.typed_list.basic)
TypedListVariable (class in theano.typed_list.basic)
U
ultra_fast_sigmoid() (in module theano.tensor.nnet.nnet)
unbroadcast() (in module theano.tensor)
undefined_grad() (in module theano.gradient)
UndefinedGrad (class in theano.gradient)
uniform() (in module theano.tensor.raw_random)
(theano.sandbox.rng_mrg.MRG_RandomStreams method)
uniq() (in module theano.gof.utils)
Unique (class in theano.tensor.extra_ops)
unpack() (theano.tensor.opt.ShapeFeature method)
unpad_dims() (in module theano.gpuarray.opt_util)
unravel_index() (in module theano.tensor.extra_ops)
UnravelIndex (class in theano.tensor.extra_ops)
UnShapeOptimizer (class in theano.tensor.opt)
unshared2d() (theano.tensor.nnet.abstract_conv.BaseAbstractConv method)
update (theano.compile.function.In attribute)
(theano.tensor.shared_randomstreams.RandomVariable attribute)
update_shape() (theano.tensor.opt.ShapeFeature method)
updates() (theano.tensor.shared_randomstreams.RandomStreams method)
Usmm (class in theano.sparse.basic)
usmm (in module theano.sparse.basic)
V
Validator (class in theano.gof.toolbox)
value (theano.compile.function.In attribute)
value() (theano.gof.graph.Constant property)
(theano.gof.type.PureType.Constant property)
value_validity_msg() (theano.gof.type.PureType method)
values_eq() (PureType method)
(theano.gof.params_type.ParamsType method)
(theano.gof.type.EnumType method)
(theano.gof.type.PureType method)
(theano.gpuarray.type.GpuArrayType static method)
(theano.gpuarray.type.GpuContextType static method)
values_eq_approx() (PureType method)
(theano.gof.params_type.ParamsType method)
(theano.gof.type.EnumType method)
(theano.gof.type.PureType method)
(theano.gpuarray.type.GpuArrayType static method)
var() (in module theano.tensor)
(theano.tensor._tensor_py_operators method)
Variable
,
[1]
(class in theano.gof.graph)
variable (theano.compile.function.In attribute)
(theano.compile.function.Out attribute)
Variable (theano.gpuarray.type.GpuArrayType attribute)
variables() (in module theano.gof.graph)
variables_and_orphans() (in module theano.gof.graph)
vector() (in module theano.tensor)
verbose (config.config.metaopt attribute)
verify_grad() (in module theano.gradient)
version() (in module theano.gpuarray.dnn)
View
view_map (theano.sparse.basic.CSMProperties attribute)
view_roots() (in module theano.gof.graph)
ViewOp (class in theano.compile.ops)
VStack (class in theano.sparse.basic)
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)
work_dtype() (in module theano.gpuarray.fp16_help)
workmem (config.config.dnn.conv attribute)
workmem_bwd (config.config.dnn.conv attribute)
write_w() (in module theano.gpuarray.fp16_help)
X
xor() (in module theano.tensor)
Z
zero_grad() (in module theano.gradient)
ZeroGrad (class in theano.gradient)
zeros() (in module theano.tensor)
zeros_like() (in module theano.tensor)
(theano.tensor._tensor_py_operators method)
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