Man pages for joeddav/CNTK-R
R Interface to the Microsoft Cognitive Toolkit (CNTK)

ActivationActivation Layer
activation_identityIdentity Function For CNTK Operations
all_devicesAll Devices
ArrayMixinArray Mixin
arraymixin_as_arrayArrayMixin As Array
arrayview_from_dataArrayView From Data
arrayview_from_denseArrayView From Dense Data
arrayview_slice_viewArrayView Slice View
as_blockAs Block
as_compositeAs Composite
asvalueValue Form Matrix
AttentionModelAttention Model
AveragePoolingAverage Pooling Layer
Base64ImageDeserializerBase64ImageDeserializer
BatchNormalizationBatchNormalization
block_momentum_distributed_learnerBlock Momentum Distributed Learner
CheckpointConfigNew Checkpoint Config
classification_errorClassification Error Between Target and Predicted
CloneMethodCloneMethod
CNTKAxisCNTKAxis
CNTKCrosstalkCNTK Implementation for Crosstalk
comm_barrierCommunicator Barrier
comm_current_workerCommunicator Current Worker
comm_finalizeCommunicator Finalize
comm_is_mainCommunicator Is On Main Node
comm_num_workersNumber of Communicator Nodes
comm_rankCommunicator Rank
CommunicatorNew Communicator
comm_workersCommunicator Workers
ConstantConstant
Conv2DArgsConvolution2D Arguments
Conv2DAttrConv2D Variable Attribute
ConvolutionConvolution
Convolution1DConvolution1D
Convolution2DTwo Dimensional Convolutional Layer
Convolution3DConvolution3D
ConvolutionTransposeConvolutionTranspose
ConvolutionTranspose1DConvolutionTranspose1D
ConvolutionTranspose2DConvolutionTranspose2D
ConvolutionTranspose3DConvolutionTranspose3D
cpu_descriptorCPU Descriptor
create_new_leading_axisCreate New Leading Axis
CrosstalkCrosstalk Base Class
CrossValidationConfigNew Cross Validation Configuration
ct_assignAssign Crosstalk Value
ct_compareCompare Crosstalk Var
CTFDeserializerCTFDeserializer
ct_fetchFetch Crosstalk Var
ct_is_paramCNTKCrosstalk Var is Parameter
ct_loadLoad Crosstalk Vars
ct_load_all_paramsLoad All CNTKCrosstalk Params From Files
ct_load_raw_valueLoad Crosstalk Raw Value
ct_next_passNext Crosstalk Pass
ct_register_funcsRegister Crosstalk Var Type Getter/Setters
ct_resetReset Crosstalk Vars
ct_saveSave Crosstalk Vars
ct_save_allSave All Crosstalk Vars
ct_save_all_paramsSave All CNTKCrosstalk Params to Files
ct_set_dataSet CNTKCrosstalk Mapped Data
ct_set_workdirSet Crosstalk Working Directory
ct_watchWatch Crosstalk Variable
data_parallel_distributed_learnerNew Data Parallel Distributed Learner
debug_modelDebug Model
default_optionsDefault Options
default_options_forDefault Options For
default_override_orDefault Override Or
default_sample_dirDefault Sample Dir
default_sample_urlDefault Sample URL
DelayDelay
DenseDense
DeviceDescriptorCreate Device Descriptor
DeviceKindCreate Device Kind
disable_profilerDisable Profiler
DistributedLearnerDistributed Learner
DropoutDropout
dump_functionDump Function
dump_signatureDump Signature
edit_distance_errorEdit Distance Error
EmbedAttrEmbedAttr
EmbeddingEmbedding
enable_profilerEnable Profiler
eval_test_minibatchTest Evaluator Minibatch
EvaluatorEvaluator
find_func_paramFind Parameter in Function - CNTKCrosstalk
FoldFold
ForCNTK Function For Loop Construct
ForwardDeclarationForwardDeclaration
func_backwardPropogate Function Backward
func_cloneClone Function
func_evalEvaluate Function
func_find_all_with_nameFind All Functions With Name
func_find_by_nameFind Function By Name
func_forwardCompute Function Forward
func_gradCompute Function Gradient
FuncInfoVariable Setter/Getter Functions
func_loadLoad Function Model
func_replace_placeholderReplace Function Placeholder
func_replace_placeholdersReplace Function Placeholders
func_restoreRestore Function
func_saveSave Function
func_set_attributeSet Function Attribute
func_testTest Function Model
FunctionCNTK Function
func_trainTrain Function Model
get_all_axesGet All Axes
get_all_static_axesGet All Static Axes
get_communicatorGet Distributed Communicator
get_default_batch_axisGet Default Batch Axis
get_default_dynamic_axisGet Default Dynamic Axis
get_default_overrideGet Default Override
get_global_optionGet Global Option
get_gpu_propertiesGet GPU Properties
get_learning_rateGet Learner Learning Rate
get_logging_trace_levelGet Logging Trace Level
get_minibatch_checkpoint_stateGet Minibatch Checkpoint State
get_static_axis_indexGet Static Axis Index
GlobalAveragePoolingGlobalAveragePooling
GlobalMaxPoolingGlobalMaxPooling
graph_depth_first_searchGraph - Depth First Search
graph_find_all_with_nameGraph - Find All With Name
graph_find_by_nameGraph - Find By Name
GRUGRU
HTKFeatureDeserializerHTKFeatureDeserializer
HTKMLFDeserializerBase64ImageDeserializer
ImageDeserializerImageDeserializer
init_bilinearBilinear Initializer
init_glorot_normalGlorot Normal Initializer
init_glorot_uniformGlorot Uniform Initializer
init_he_normalHe Normal Initializer
init_he_uniformHe Uniform Initializer
init_normalNormal Initializer
init_truncated_normalTruncated Normal Initializer
init_uniformUniform Initializer
init_with_rankInitializer With Rank
init_xavierXavier Initializer
install_samplesInstall Samples
IO_INFINITELY_REPEATIO_INFINITELY_REPEAT
is_default_overrideIs Default Override
LabelLabel
LayerNormalizationLayerNormalization
LearnerLearner
learner_momentum_sgdCreates a Momentum SGD learner instance to learn the...
log_number_of_parametersLog Number of Parameters
loss_binary_cross_entropyBinary Cross Entropy Loss
loss_cosine_distanceCosine Distance Loss
loss_cosine_distance_negative_samplesCosine Distance NEgative Samples Loss
loss_cross_entropy_with_softmaxCross Entropy Loss with Softmax for Multiclass Classification
loss_lambda_rankLambda Rank Loss
loss_squared_errorSquared Error Loss
loss_weighted_binary_cross_entropyWeighted Binary Cross Entropy Loss
LSTMLSTM
MaxPoolingMax-Pooling Layer Factory
mb_as_sequencesMinibatch Data As Sequences
mb_stream_infoMinibatch Stream Info
mb_stream_infosMinibatch Stream Infos
MinibatchDataMinibatchData
MinibatchSourceMinibatch Source
MinibatchSourceFromDataMinibatchSourceFromData
module_is_unreleasedModule Is Unreleased
mpi_communicatorNew MPI Communicator
native_user_functionCreate Native UserFunction
NDArrayViewCreate an NDArrayView Instance
ndcg_at_1NDCG at 1
next_minibatchNext Minibatch
on_train_cross_validation_endOn Training Cross Validation End
op_absAbsolute Value
op_aliasAlias
op_argmaxArgmax Across Axis
op_argminArgmin Across Axis
op_assignAssign
op_associative_multi_argAssociative Multi-Arg
op_batch_normalizationBatch Normalization
op_ceilCeiling
op_clipClip
op_combineCombine
op_constantIt creates a constant tensor initialized from a numpy array
op_convolutionConvolution
op_convolution_transposeConvolution Transpose
op_cosElement-wise Cosine
op_dim_mean_variance_normalizePer-dimension Mean-variance Normalization
op_dropoutDropout
op_element_divideElement-wise Division
op_element_maxElement Max
op_element_minElement Min
op_element_selectElement Select
op_element_timesElement Times
op_eluElu
op_equalEqual Comparison
op_expElement-wise Exponential
op_floorFloor
op_forward_backwardForward-Backward
op_gatherGather
op_greaterElement-wise Greater Comparison
op_greater_equalElement-wise Greater Equal Comparison
op_hardmaxHardmax
op_input_variableCreate input for network
op_labels_to_graphLabels To Graph
op_leaky_reluLeaky Relu
op_lessElement-wise Less Comparison
op_less_equalElement-wise Less Equal Comparison
op_logElement-wise Natural Log
op_log_add_expLog Add Exp
op_minusMinus
op_negateElement-wise Negation
op_not_equalElement-wise Not Equal Comparison
op_one_hotCreate One-Hot Encoding
op_optimized_rnnstackOptimized RNN Stack
op_output_variableOutput Variable
op_parameterParameter
op_param_reluParametric ReLU
op_placeholderPlaceholder
op_plusAddition of Two Tensors
op_poolingPooling
op_powPower Computation
op_random_sampleRandom Sample
op_random_sample_inclusion_frequencyRandom Sample Inclusion Frequency
op_reciprocalElement-wise Reciprocal
op_reconcile_dynamic_axesReconcile Dynamic Axes
op_reduce_log_sum_expReduce Max Across Axis
op_reduce_maxReduce Max Across Axis
op_reduce_meanReduce Mean Across Axis
op_reduce_minReduce Minimum Across Axis
op_reduce_prodReduce Prod Across Axis
op_reduce_sumReduce Sum Across Axis
op_reluRectified Linear Units Operation
op_reshapeReshape
op_roipoolingRegion of Interest Pooling
op_roundElement-wise Rounding
op_sigmoidElement-wise Sigmoid
op_sinElement-wise Sine
op_sliceSlice
op_softmaxSoftmax
op_softplusSoftplus
op_spliceConcatenate Across Axis
op_sqrtElement-wise Square-root
op_squareElement-wise Square
op_stop_gradientStop Gradient
op_swap_axesSwap Axes
op_tanhHyperbolic tan
op_timesMatrix Product
op_times_transposeOne Element Times Another Transposed Element
op_to_sequenceTo Sequence
op_to_sequence_likeTo Sequence Like
op_transposeTranspose
op_unpoolingUnpooling
ParameterParameter
PastValueWindowPast Value Window
printer_end_progress_printPrinter - End Progress Pring
printer_logPrinter - Log
printer_on_training_update_endPrinter - On Training Update End
printer_on_write_distributed_sync_updatePrinter - On Write Distributed Sync Update
printer_on_write_test_summaryPrinter - On Write Test Summary
printer_on_write_test_updateany writer
printer_on_write_training_summaryPrinter - On Write Training Summary
printer_on_write_training_updatePrinter - Training Update on Write
printer_writePrinter - Write
ProgressPrinterCreate Progress Printer
rand_bernoulliRandom Bernoulli Distribution
rand_bernoulli_likeRandom Bernoulli Like
rand_gumbelRandom Gumbel Distribution
rand_gumbel_likeRandom Gumbel Like Distribution
rand_normalRandom Normal Distribution
rand_normal_likeRandom Normal Like Distribution
rand_uniformRandom Uniform Distribution
rand_uniform_likeRandom Uniform Like Distribution
RecordRecord
RecurrenceRecurrence
RecurrenceFromRecurrence From
register_native_user_functionRegister Native UserFunction
register_udf_deserialize_callbackRegister UDF Deserialize Callback
reset_learning_rateReset Learner Learning Rate
ResNetBlockResNet Block
restore_mb_from_checkpointRestore Minibatch From Checkpoint
restore_trainer_from_checkpointRestore Trainer From Checkpoint
RnnArgsRNN Variable Arguments
RnnAttrRNN Variable Attributes
RRNStepRNNStep
save_as_legacy_modelSave As Legacy Model
save_trainer_checkpointSave Trainer Checkpoint
seq_broadcast_asBroadcast Sequence As
seq_delayDelay Sequence
seq_firstFirst Element of Sequence
seq_future_valueSequence Future Value
seq_gatherSequence Gather
seq_input_variableSequence Network Input Variable
seq_is_firstSequence Is First
seq_is_lastSequence Is Last
seq_lastGet Last Sequence Element
seq_past_valueGet Past Sequence Value
seq_reduce_maxReduce Sequence Max
seq_reduce_sumReduce Sequence Element Sum
seq_scatterSequence Scatter
seq_sliceSequence Slice
seq_softmaxSequence Softmax
sequence_to_cntk_text_formatConvert Sequence to CNTK Text Format
SequentialSequential Higher-Order Wrapper for Layer Definitions
SequentialCliqueSequential Clique
seq_unpackSequence Unpack
seq_whereSequence Where
sess_minibatch_size_scheduleCreate a Minibatch Size Schedule
sess_training_sessionCreate Training Session Object
set_checked_modeSet Checked Mode
set_computation_network_trace_levelSet Computation Network Trace Level
set_excluded_devicesSet Excluded Devices
set_global_optionSet Global Option
set_logging_trace_levelSet Logging Trace Level
StabilizerStabilizer
start_profilerStart Profiler
stop_profilerStop Profiler
StreamConfigurationStream Configuration
StreamDefStreamDef
StreamDefsStreamDefs
StreamInformationStreamInformation
summarize_test_progressSummarize Evaluator Test Progress
summarize_training_progressSummarize Training Progress
tensorboard_closeClose Tensorboard
tensorboard_flushFlush Tensorboard
TensorBoardProgressWriterNew TensorBoard Progress Writer
tensorboard_write_valueTensorBoard Write Value
TensorOpsMixinTensorOpsMixin
TestConfigNew Test Configuration
test_minibatchTest Minibatch
TraceLevelTrace Level
TrainerTrainer
TrainingSessionNew Training Configuration
TrainingSummaryProgressCallbackTraining Summary Progress Callback
train_minibatchTrain Minibatch
train_on_sessionTrain On TrainingSession
transform_colorColor Transform
transform_cropCrop Transform
transform_meanMean Transform
transform_scaleScale Transform
try_set_default_deviceTry Set Default Device
UnfoldFromUnfold From
unknown_dynamic_axesUnknown Dynamic Axes
UntestedBranchErrorUntested Branch Error
updated_record_withUpdated Record With
use_default_deviceUse Default Device
userfunc_cloneClone UserFunction
userfunc_deserializeDeserialize UserFunction
userfunc_infer_outputsInfer Outputs of UserFunction
userfunc_serializeSerialize UserFunction
user_functionUser Defined Function
UserFunctionUser Function
UserLearnerUserLearner
usermb_next_minibatchUserMinibatch Next Minibatch
UserMinibatchSourceUserMinibatchSource
ValueNew Value Instance
value_as_matrixValue As Matrix
value_as_sequencesGet Value As Sequence of Matrices
value_createCreate a Value Object
value_one_hotValue as One Hot
VariableVariable
VariableMixinVariable Mixin
VarInfoVariable Information
visualize_networkVisualize Network Architecture
WorkerDescriptorNew Distributed Worker Descriptor
joeddav/CNTK-R documentation built on Dec. 1, 2017, 10:03 a.m.