Index

_

_blas_ (CUDADevice attribute) _context_ (CUDADevice attribute) _krn_argmin_ (KohonenTrainer attribute) _map_arr_ (Array attribute) _method_time (Workflow attribute)

_pid_ (Device attribute) _run_time (Workflow attribute) _sync (Workflow attribute) _sync_event_ (Workflow attribute) _units (Workflow attribute)

A

A (All2AllTanh attribute) a (ForwardTanhLog attribute) AcceleratedUnit (class in veles.accelerated_units) AcceleratedWorkflow (class in veles.accelerated_units) AccumulatingPlotter (class in veles.plotting_units) activation_mode (All2All attribute) (Conv attribute) ActivationBackward (class in veles.znicz.activation) AdaDeltaGDObjects (class in veles.znicz.gd) AdaGradGDObjects (class in veles.znicz.gd) add_gd_unit() (LearningRateAdjust method) add_method_to_storage() (Pickleable method) add_ref() (Workflow method) adom (AdaDeltaGDObjects attribute) All2All (class in veles.znicz.all2all) All2AllRELU (class in veles.znicz.all2all) All2AllSigmoid (class in veles.znicz.all2all) All2AllSigmoidH (class in veles.znicz.rbm_units) All2AllSigmoidV (class in veles.znicz.rbm_units)

All2AllSigmoidWithForeignWeights (class in veles.znicz.rbm_units) All2AllSoftmax (class in veles.znicz.all2all) All2AllStrictRELU (class in veles.znicz.all2all) All2AllTanh (class in veles.znicz.all2all) allowLoopbackMulticast (ZmqConnection attribute) analyze_dataset() (FullBatchLoader method) apply_activation() (Conv method) (ConvRELU method) (ConvSigmoid method) (ConvStrictRELU method) (ConvTanh method) apply_gradient (GradientDescentBase attribute) argv (CommandLineBase attribute) Array (class in veles.memory) assert_addr() (in module veles.numpy_ext) assign_backend_methods() (Device method) ASYNC (CUDADevice attribute) (NumpyDevice attribute) (OpenCLDevice attribute) atexits (ThreadPool attribute) AutoDevice (class in veles.backends) AutoHistogramPlotter (class in veles.plotting_units) AutoLabelFileImageLoader (class in veles.loader.file_image) AvgPooling (class in veles.znicz.pooling)

B

B (All2AllTanh attribute) b (ForwardTanhLog attribute) BACKEND (AutoDevice attribute) (CUDADevice attribute) (NumpyDevice attribute) (OpenCLDevice attribute) backend_methods (AcceleratedUnit attribute) (Array attribute) (Uniform attribute) backend_name (Device attribute) backends (PublishingBackendRegistry attribute) BackwardLog (class in veles.znicz.activation) BackwardMul (class in veles.znicz.activation) BackwardRELU (class in veles.znicz.activation) BackwardSigmoid (class in veles.znicz.activation) BackwardSinCos (class in veles.znicz.activation) BackwardStrictRELU (class in veles.znicz.activation) BackwardTanh (class in veles.znicz.activation) BackwardTanhLog (class in veles.znicz.activation) BadFormatError BANNER1 (Shell attribute) BANNER2 (Shell attribute) base (MappedObjectsRegistry attribute) BaseWorkflowConfig (class in veles.znicz.standard_workflow) batch_size (BatchWeights attribute) (GradientDescent attribute) (GradientDescentBase attribute), [1]

BatchWeights (class in veles.znicz.rbm_units) BatchWeights2 (class in veles.znicz.rbm_units) bias (AdaDeltaGDObjects attribute) (AdaGradGDObjects attribute) (All2All attribute) (Conv attribute) (FastGDObjects attribute) (Forward attribute) (GradientDescent attribute), [1] (GradientDescentBase attribute) bias_stddev (Forward attribute) bin_size (AutoHistogramPlotter attribute) bin_to_num() (in module veles.genetics.core) Binarization (class in veles.znicz.rbm_units) BinarizationEval (class in veles.znicz.rbm_units) BinarizationGradH (class in veles.znicz.rbm_units) BinarizationGradV (class in veles.znicz.rbm_units) binary (Chromosome attribute) bind (ZmqEndpointType attribute) blas (Device attribute) Bool (class in veles.mutable) boot() (Launcher method) Bug Builder (class in veles.ocl_blas) builtin_exit() (ThreadPool static method) builtin_quit() (ThreadPool static method)

C

C (All2AllTanh attribute) cache (AcceleratedUnit attribute) CACHE (SharedIO attribute) callInThreadWithCallback() (ThreadPool method) checksum (Workflow attribute) Chromosome (class in veles.genetics.core) CifarLoader (class in veles.znicz.samples.CIFAR10.cifar) CifarWorkflow (class in veles.znicz.samples.CIFAR10.cifar) class_end_offsets (Loader attribute) class_lengths (Loader attribute) classes (CommandLineArgumentsRegistry attribute) clblas_dgemm() (OCLBLAS method) clblas_sgemm() (OCLBLAS method) clear_plot (AccumulatingPlotter attribute) Client (class in veles.client) CODECS (MinibatchesSaver attribute) (ZmqConnection attribute) coefficients (NormalizerBase attribute) color_space (ImageLoader attribute) CommandLineArgumentsRegistry (class in veles.cmdline) CommandLineBase (class in veles.cmdline) compute_padding() (Deconv static method) computing_power (AcceleratedWorkflow attribute) (Workflow attribute) Config (class in veles.config)

CONFIG_ADDRESS (NetworkAgent attribute) CONFIG_PORT (NetworkAgent attribute) ConfigChromosome (class in veles.genetics.config) CONFIGURABLE_UNIT_NAMES (StandardWorkflow attribute) connect (ZmqEndpointType attribute) connectionLost() (ZmqConnection method) context_ (OpenCLDevice attribute) Conv (class in veles.znicz.conv) ConvRELU (class in veles.znicz.conv) ConvSigmoid (class in veles.znicz.conv) ConvStrictRELU (class in veles.znicz.conv) ConvTanh (class in veles.znicz.conv) create() (GradientUnitFactory static method) create_originals() (FullBatchLoader method) crop_image() (ImageLoader method) cross_arithmetic() (Population method) cross_geometric() (Population method) cross_pointed() (Population method) cuda_build_program() (AcceleratedUnit method) cuda_run() (All2AllSoftmax method) (GDCutter method) (GradientDescent method) CUDADevice (class in veles.backends) CUDADevice.skip (class in veles.backends)

D

d (ForwardTanhLog attribute) data_saver (StandardWorkflowConfig attribute) decision (NNWorkflow attribute) (StandardWorkflowConfig attribute) Deconv (class in veles.znicz.deconv) DEFAULT_STYLES (ImmediatePlotter attribute) del_ref() (Workflow method) desc (DeviceInfo attribute) device (AcceleratedUnit attribute) (Array attribute) Device (class in veles.backends) device_info (DeviceInfo attribute) (OpenCLDevice attribute) DEVICE_INFOS_JSON (OpenCLDevice attribute) DeviceBenchmark (class in veles.accelerated_units) DeviceInfo (class in veles.backends) devmem (Array attribute) directory (Downloader attribute) DISABLE_KWARGS_CHECK (DummyUnit attribute) do_job() (Workflow method) doRead() (ZmqConnection method)

Downloader (class in veles.downloader) downloader (StandardWorkflowConfig attribute) draw_angle() (in module veles.znicz.samples.Lines.draw_lines) draw_circle() (in module veles.znicz.samples.Lines.draw_lines) draw_horizontal_lines() (in module veles.znicz.samples.Lines.draw_lines) draw_sinusoid() (in module veles.znicz.samples.Lines.draw_lines) draw_square() (in module veles.znicz.samples.Lines.draw_lines) draw_straight_uniform_grid() (in module veles.znicz.samples.Lines.draw_lines) draw_tilted_bottom_top_lines() (in module veles.znicz.samples.Lines.draw_lines) draw_tilted_top_bottom_lines() (in module veles.znicz.samples.Lines.draw_lines) draw_tilted_uniform_grid() (in module veles.znicz.samples.Lines.draw_lines) draw_triangle() (in module veles.znicz.samples.Lines.draw_lines) dropout_ratio (DropoutForward attribute) DropoutBackward (class in veles.znicz.dropout) DropoutForward (class in veles.znicz.dropout) DRY_RUN_CHOICES (CommandLineBase attribute) DummyUnit (class in veles.dummy) DummyWorkflow (class in veles.dummy)

E

enabled (UnitRegistry attribute) end_point (Workflow attribute) EndPoint (class in veles.plumbing) ensure_utf8_streams() (Logger static method) epoch_ended (Loader attribute) epoch_number (Loader attribute) epsilon (AdaDeltaGDObjects attribute) (AdaGradGDObjects attribute) err_input (ActivationBackward attribute) (GDPooling attribute) (GradientDescent attribute), [1] (GradientDescentBase attribute) err_outpur (GradientDescent attribute) err_output (ActivationBackward attribute) (GDPooling attribute) (GradientDescent attribute) (GradientDescentBase attribute)

evaluate() (Population method) evaluator (NNWorkflow attribute) (StandardWorkflowConfig attribute) event() (Logger method) exists (Device attribute) exit() (ThreadPool static method) ExponentNormalizer (class in veles.normalization) export() (NNWorkflow method) exports (Loader attribute) ExternalMeanNormalizer (class in veles.normalization) extract_forward_workflow() (StandardWorkflow method)

F

FastGDObjects (class in veles.znicz.gd) FileImageLoader (class in veles.loader.file_image) FileImageLoaderBase (class in veles.loader.file_image) FileImageLoaderMSE (class in veles.loader.image_mse) FileListImageLoader (class in veles.loader.file_image) fileno() (ZmqConnection method) files (Downloader attribute) fill_indices() (Loader method) FireStarter (class in veles.plumbing) fit_poly_power (AccumulatingPlotter attribute) fitness (KohonenValidator attribute) (Workflow attribute) fix_config() (in module veles.genetics.config) FixAccumulator (class in veles.znicz.accumulator) form_threshold (SimilarityCalculationParameters attribute) Forward (class in veles.znicz.nn_units) ForwardBase (class in veles.znicz.nn_units) ForwardLog (class in veles.znicz.activation) ForwardMul (class in veles.znicz.activation)

ForwardRELU (class in veles.znicz.activation) forwards (NNWorkflow attribute) ForwardSigmoid (class in veles.znicz.activation) ForwardSinCos (class in veles.znicz.activation) ForwardStrictRELU (class in veles.znicz.activation) ForwardTanh (class in veles.znicz.activation) ForwardTanhLog (class in veles.znicz.activation) ForwardWorkflowExtractor (class in veles.znicz.standard_workflow) from_none() (in module veles.compat) FSM_DESCRIPTION (VelesProtocol attribute), [1] FullBatchAutoLabelFileImageLoader (class in veles.loader.fullbatch_image) FullBatchFileImageLoader (class in veles.loader.fullbatch_image) FullBatchFileImageLoaderMSE (class in veles.loader.fullbatch_image) FullBatchImageLoader (class in veles.loader.fullbatch_image) FullBatchImageLoaderMSE (class in veles.loader.fullbatch_image) FullBatchLoader (class in veles.loader.fullbatch) FullBatchLoaderMSE (class in veles.loader.fullbatch)

G

GARBAGE_TIMEOUT (WebServer attribute) gbias (AdaDeltaGDObjects attribute) gc_limit (GraphicsClient attribute) GDAvgPooling (class in veles.znicz.gd_pooling) GDCutter (class in veles.znicz.cutter) GDDeconv (class in veles.znicz.gd_deconv) GDMaxAbsPooling (class in veles.znicz.gd_pooling) GDMaxPooling (class in veles.znicz.gd_pooling) GDPooling (class in veles.znicz.gd_pooling) GDRELU (class in veles.znicz.gd) GDRELUConv (class in veles.znicz.gd_conv) gds (NNWorkflow attribute) GDSigmoid (class in veles.znicz.gd) GDSigmoidConv (class in veles.znicz.gd_conv) GDSoftmax (class in veles.znicz.gd) GDStrictRELU (class in veles.znicz.gd) GDStrictRELUConv (class in veles.znicz.gd_conv) GDTanh (class in veles.znicz.gd) GDTanhConv (class in veles.znicz.gd_conv) generate() (ImageGenerator method) generate_graph() (Workflow method) get() (in module veles.config) get_image_bbox() (ImageLoader method) get_image_data() (FileImageLoaderBase method)

get_image_info() (FileImageLoaderBase method) get_kernel_bs_vo() (DeviceInfo method) get_ocl_defines() (FullBatchLoader method) get_temp_buffer() (Device method) get_unit_run_time_stats() (Workflow method) get_weights_magnitude() (All2All method) (Conv method) global_offset (Loader attribute) gpu_err_output_update() (GradientDescentBase method) gpu_run() (GradientDescentConv method) gradient_bias_with_moment (GradientDescentBase attribute) gradient_changed (GradientDescentBase attribute) gradient_moment (GradientDescentBase attribute) gradient_moment_bias (GradientDescentBase attribute) gradient_weights_with_moment (GradientDescentBase attribute) GradientDescent (class in veles.znicz.gd) GradientDescentBase (class in veles.znicz.nn_units) GradientDescentConv (class in veles.znicz.gd_conv) GradientRBM (class in veles.znicz.rbm_units) GradientsCalculator (class in veles.znicz.rbm_units) GradientUnitFactory (class in veles.znicz.standard_workflow) GraphicsClient (class in veles.graphics_client) GraphicsServer (class in veles.graphics_server) gray() (in module veles.genetics.core) gweights (AdaDeltaGDObjects attribute)

H

h (BatchWeights attribute) has_labels (Loader attribute) hbias0 (GradientsCalculator attribute) hbias1 (GradientsCalculator attribute) hbias_batch (BatchWeights attribute) hbias_grad (GradientsCalculator attribute)

HIDDEN_UNIT_ATTRS (Workflow attribute) hidden_units (UnitRegistry attribute) hide_from_registry (AcceleratedUnit attribute) (All2AllSigmoidH attribute) (All2AllSigmoidV attribute) (All2AllSigmoidWithForeignWeights attribute) (BatchWeights2 attribute) (BinarizationEval attribute) (BinarizationGradH attribute) (BinarizationGradV attribute) (EndPoint attribute) (Forward attribute) (ForwardBase attribute) (GradientDescentBase attribute) (MaxPoolingBase attribute) (OffsetPooling attribute) (Plotter attribute) (SnapshotterBase attribute) (StartPoint attribute) (StochasticPoolingBase attribute) hide_from_registry_all (Workflow attribute) highWaterMark (ZmqConnection attribute) Histogram (class in veles.plotting_units)

I

image_saver (StandardWorkflowConfig attribute) ImageGenerator (class in veles.znicz.samples.Lines.draw_lines) ImageLabel (class in veles.znicz.samples.Lines.draw_lines) ImageLoader (class in veles.loader.image) ImageLoaderMSE (class in veles.loader.image_mse) ImagePlotter (class in veles.plotting_units) ImageSaver (class in veles.znicz.image_saver) ImmediatePlotter (class in veles.plotting_units) import_file_as_module() (in module veles.import_file) import_file_as_package() (in module veles.import_file) indices (ImageSaver attribute) init_parser() (Client static method) (CommandLineBase static method) (Launcher static method) (Server static method) init_unpickled() (Pickleable method) initialize() (DeviceBenchmark method) (FullBatchImageLoader method) (Loader method) (Workflow method)

input (AccumulatingPlotter attribute) (ActivationBackward attribute) (All2All attribute) (Binarization attribute) (Conv attribute) (Deconv attribute) (Forward attribute) (GDPooling attribute) (GradientDescent attribute) (GradientDescentBase attribute) (ImageSaver attribute) (KohonenForward attribute) (KohonenTrainer attribute) (MeanDispNormalizer attribute) (Pooling attribute) input_field (AccumulatingPlotter attribute) input_fields (ImmediatePlotter attribute) input_offset (GDMaxPooling attribute) (MaxAbsPooling attribute) (OffsetPooling attribute) input_styles (ImmediatePlotter attribute) InputJoiner (class in veles.input_joiner) inputs (ImmediatePlotter attribute) (InputJoiner attribute) interleave() (in module veles.numpy_ext) InternalMeanNormalizer (class in veles.normalization) interrupted (ThreadPool attribute) ioThreads (ZmqContextManager attribute) is_main (Workflow attribute) IterationCounter (class in veles.znicz.rbm_units)

K

KanjiWorkflow (class in veles.znicz.samples.Kanji.kanji) kernel_name (BackwardMul attribute) (BackwardRELU attribute) (BackwardSigmoid attribute) (BackwardSinCos attribute) (BackwardStrictRELU attribute) (BackwardTanh attribute) (BackwardTanhLog attribute) (ForwardMul attribute) (ForwardRELU attribute) (ForwardSigmoid attribute) (ForwardSinCos attribute) (ForwardStrictRELU attribute) (ForwardTanh attribute) (ForwardTanhLog attribute) KNOWN_RUNNING_THREADS (ThreadPool attribute) KohonenBase (class in veles.znicz.kohonen) KohonenDecision (class in veles.znicz.kohonen) KohonenForward (class in veles.znicz.kohonen) KohonenHits (class in veles.znicz.nn_plotting_units) KohonenInputMaps (class in veles.znicz.nn_plotting_units) KohonenLoader (class in veles.znicz.samples.DemoKohonen.kohonen) KohonenNeighborMap (class in veles.znicz.nn_plotting_units) KohonenTrainer (class in veles.znicz.kohonen) KohonenValidationResults (class in veles.znicz.nn_plotting_units) KohonenValidator (class in veles.znicz.kohonen)

KohonenWorkflow (class in veles.znicz.samples.DemoKohonen.kohonen) krn_apply_gradients_ (KohonenTrainer attribute) krn_bias_ (GradientDescent attribute) (GradientDescentConv attribute) krn_dist_ (KohonenTrainer attribute) krn_err_input_ (GDDeconv attribute) (GDPooling attribute) (GradientDescent attribute) (GradientDescentConv attribute) krn_err_input_clear_ (GDDeconv attribute) (GDMaxPooling attribute) (GradientDescentConv attribute) krn_err_output_ (GradientDescent attribute) (GradientDescentConv attribute) krn_gravity_ (KohonenTrainer attribute) krn_sm_ (All2AllSoftmax attribute) krn_weights_ (GDDeconv attribute) (GradientDescent attribute) (GradientDescentConv attribute) KWATTRS (AcceleratedUnit attribute) (AcceleratedWorkflow attribute) (AccumulatingPlotter attribute) (ActivationBackward attribute) (All2All attribute) (All2AllRELU attribute) (All2AllSigmoid attribute) (All2AllSigmoidH attribute) (All2AllSigmoidV attribute) (All2AllSigmoidWithForeignWeights attribute) (All2AllSoftmax attribute) (All2AllStrictRELU attribute) (All2AllTanh attribute) (AutoHistogramPlotter attribute) (AutoLabelFileImageLoader attribute) (AvgPooling attribute) (BackwardLog attribute) (BackwardMul attribute) (BackwardRELU attribute) (BackwardSigmoid attribute) (BackwardSinCos attribute) (BackwardStrictRELU attribute) (BackwardTanh attribute) (BackwardTanhLog attribute) (BatchWeights attribute) (BatchWeights2 attribute) (Binarization attribute) (BinarizationEval attribute) (BinarizationGradH attribute) (BinarizationGradV attribute) (Builder attribute) (CifarLoader attribute) (CifarWorkflow attribute) (Conv attribute) (ConvRELU attribute) (ConvSigmoid attribute) (ConvStrictRELU attribute) (ConvTanh attribute) (Deconv attribute) (DeviceBenchmark attribute) (Downloader attribute) (DropoutBackward attribute) (DropoutForward attribute) (DummyWorkflow attribute) (EndPoint attribute) (FileImageLoader attribute) (FileImageLoaderBase attribute) (FileImageLoaderMSE attribute) (FileListImageLoader attribute) (FireStarter attribute) (FixAccumulator attribute) (Forward attribute) (ForwardBase attribute) (ForwardLog attribute) (ForwardMul attribute) (ForwardRELU attribute) (ForwardSigmoid attribute) (ForwardSinCos attribute) (ForwardStrictRELU attribute) (ForwardTanh attribute) (ForwardTanhLog attribute) (ForwardWorkflowExtractor attribute) (FullBatchAutoLabelFileImageLoader attribute) (FullBatchFileImageLoader attribute) (FullBatchFileImageLoaderMSE attribute) (FullBatchImageLoader attribute) (FullBatchImageLoaderMSE attribute) (FullBatchLoader attribute) (FullBatchLoaderMSE attribute) (GDAvgPooling attribute) (GDCutter attribute) (GDDeconv attribute) (GDMaxAbsPooling attribute) (GDMaxPooling attribute) (GDPooling attribute) (GDRELU attribute) (GDRELUConv attribute) (GDSigmoid attribute) (GDSigmoidConv attribute) (GDSoftmax attribute) (GDStrictRELU attribute) (GDStrictRELUConv attribute) (GDTanh attribute) (GDTanhConv attribute) (GradientDescent attribute) (GradientDescentBase attribute) (GradientDescentConv attribute) (GradientRBM attribute) (GradientsCalculator attribute) (Histogram attribute) (ImageLoader attribute) (ImageLoaderMSE attribute) (ImagePlotter attribute) (ImageSaver attribute) (ImmediatePlotter attribute) (InputJoiner attribute) (IterationCounter attribute) (KanjiWorkflow attribute) (KohonenDecision attribute) (KohonenForward attribute) (KohonenHits attribute) (KohonenInputMaps attribute) (KohonenLoader attribute) (KohonenNeighborMap attribute) (KohonenTrainer attribute) (KohonenValidationResults attribute) (KohonenValidator attribute) (KohonenWorkflow attribute) (LRNormalizerBackward attribute) (LRNormalizerForward attribute) (LearningRateAdjust attribute) (LinesWorkflow attribute) (Loader attribute) (LoaderMSE attribute) (MSEHistogram attribute) (MatrixPlotter attribute) (MaxAbsPooling attribute) (MaxPooling attribute) (MaxPoolingBase attribute) (MeanDispNormalizer attribute) (MinibatchesSaver attribute) (MnistLoader attribute), [1] (MnistWorkflow attribute) (MultiHistogram attribute) (NNRollback attribute) (NNWorkflow attribute) (OffsetPooling attribute) (PicklesLoader attribute) (Plotter attribute) (Pooling attribute) (RangeAccumulator attribute) (Repeater attribute) (Shell attribute) (SimilarWeights2D attribute) (SlaveStats attribute) (SnapshotterBase attribute) (SnapshotterToDB attribute) (SnapshotterToFile attribute) (SndFileLoaderBase attribute) (StandardWorkflow attribute) (StandardWorkflowBase attribute) (StartPoint attribute) (StochasticAbsPooling attribute) (StochasticAbsPoolingDepooling attribute) (StochasticPooling attribute) (StochasticPoolingBase attribute) (StochasticPoolingDepooling attribute) (TableMaxMin attribute) (Uniform attribute) (Weights2D attribute) (WeightsUpdater attribute) (WineLoader attribute), [1] (WineWorkflow attribute) (Workflow attribute) (YaleFacesWorkflow attribute), [1] (ZeroFiller attribute) (ZeroMQLoader attribute) kx (Conv attribute) (Deconv attribute) (GDDeconv attribute) (GDPooling attribute) (GradientDescentConv attribute) (Pooling attribute) ky (Conv attribute) (Deconv attribute) (GDDeconv attribute) (GDPooling attribute) (GradientDescentConv attribute) (Pooling attribute)

L

labels (ImageSaver attribute) labels_mapping (Loader attribute) last (AccumulatingPlotter attribute) last_minibatch (Loader attribute) Launcher (class in veles.launcher) learning_rate (FastGDObjects attribute) (GradientDescentBase attribute) learning_rate_bias (GradientDescentBase attribute) LearningRateAdjust (class in veles.znicz.lr_adjust) libsndfile (class in veles.loader.libsndfile) LinearNormalizer (class in veles.normalization) LinesWorkflow (class in veles.znicz.samples.Lines.lines) lingerPeriod (ZmqContextManager attribute) link() (in module veles.mutable) link_avatar() (StandardWorkflow method) link_conf_matrix_plotter() (StandardWorkflow method) link_end_point() (StandardWorkflow method) (StandardWorkflowBase method) link_err_y_plotter() (StandardWorkflow method) link_fire_starter() (StandardWorkflowBase method) link_forwards() (StandardWorkflowBase method) link_loader() (StandardWorkflowBase method) link_loop() (StandardWorkflow method) link_min_max_plotter() (StandardWorkflow method) link_mse_plotter() (StandardWorkflow method)

link_multi_hist_plotter() (StandardWorkflow method) link_repeater() (StandardWorkflowBase method) link_result_unit() (StandardWorkflow method) link_similar_weights_plotter() (StandardWorkflow method) LinkableAttribute (class in veles.mutable) load_data() (MnistLoader method), [1] load_keys() (ImageLoader method) load_original() (MnistLoader method), [1] loader (BaseWorkflowConfig attribute) Loader (class in veles.loader.base) loader (NNWorkflow attribute) (StandardWorkflowConfig attribute) LoaderMSE (class in veles.loader.base) LOG_LEVEL_MAP (CommandLineBase attribute) Logger (class in veles.logger) logger (Logger attribute) LOGO (CommandLineBase attribute) LOGO_COLORED (CommandLineBase attribute) LOGO_PLAIN (CommandLineBase attribute) logPrefix() (ZmqConnection method) lr_adjuster (StandardWorkflowConfig attribute) LRNormalizerBackward (class in veles.znicz.normalization) LRNormalizerForward (class in veles.znicz.normalization)

M

magnitude_threshold (SimilarityCalculationParameters attribute) manhole (ThreadPool attribute) map_flags (Array attribute) MappedObjectsRegistry (class in veles.mapped_object_registry) MAPPING (ActivationBackward attribute) (All2All attribute) (All2AllRELU attribute) (All2AllSigmoid attribute) (All2AllSigmoidH attribute) (All2AllSigmoidV attribute) (All2AllSigmoidWithForeignWeights attribute) (All2AllSoftmax attribute) (All2AllStrictRELU attribute) (All2AllTanh attribute) (AutoLabelFileImageLoader attribute) (AvgPooling attribute) (BackwardLog attribute) (BackwardMul attribute) (BackwardRELU attribute) (BackwardSigmoid attribute) (BackwardSinCos attribute) (BackwardStrictRELU attribute) (BackwardTanh attribute) (BackwardTanhLog attribute) (CifarLoader attribute) (Conv attribute) (ConvRELU attribute) (ConvSigmoid attribute) (ConvStrictRELU attribute) (ConvTanh attribute) (Deconv attribute) (DropoutBackward attribute) (DropoutForward attribute) (ExponentNormalizer attribute) (ExternalMeanNormalizer attribute) (FileListImageLoader attribute) (Forward attribute) (ForwardBase attribute) (ForwardLog attribute) (ForwardMul attribute) (ForwardRELU attribute) (ForwardSigmoid attribute) (ForwardSinCos attribute) (ForwardStrictRELU attribute) (ForwardTanh attribute) (ForwardTanhLog attribute) (FullBatchAutoLabelFileImageLoader attribute) (GDAvgPooling attribute) (GDCutter attribute) (GDDeconv attribute) (GDMaxAbsPooling attribute) (GDMaxPooling attribute) (GDPooling attribute) (GDRELU attribute) (GDRELUConv attribute) (GDSigmoid attribute) (GDSigmoidConv attribute) (GDSoftmax attribute) (GDStrictRELU attribute) (GDStrictRELUConv attribute) (GDTanh attribute) (GDTanhConv attribute) (GradientDescent attribute) (GradientDescentBase attribute) (GradientDescentConv attribute) (InternalMeanNormalizer attribute) (LRNormalizerBackward attribute) (LRNormalizerForward attribute) (LinearNormalizer attribute) mapping (MappedObjectsRegistry attribute) MAPPING (MaxAbsPooling attribute) (MaxPooling attribute) (MaxPoolingBase attribute) (MeanDispersionNormalizer attribute) (MnistLoader attribute), [1] (NoneNormalizer attribute) mapping (NormalizerRegistry attribute) MAPPING (OffsetPooling attribute) (PointwiseNormalizer attribute) (Pooling attribute) mapping (PublishingBackendRegistry attribute) MAPPING (RangeLinearNormalizer attribute) mapping (SnapshotterRegistry attribute) MAPPING (SnapshotterToDB attribute) (SnapshotterToFile attribute) (StochasticAbsPooling attribute) (StochasticAbsPoolingDepooling attribute) (StochasticPooling attribute) (StochasticPoolingBase attribute) (StochasticPoolingDepooling attribute) (WineLoader attribute), [1] (ZeroFiller attribute) MasterSlaveCommunicationError matlab_binornd() (Binarization method) MATPLOTLIB_PKG_MAPPING (Plotter attribute) MatrixPlotter (class in veles.plotting_units) MAX_GENERATIONS (Population attribute) max_idx (All2AllSoftmax attribute) (ImageSaver attribute) max_minibatch_size (Loader attribute) MAX_RANDOM_STATE (DropoutForward attribute) max_supposed (Array attribute), [1] max_type() (in module veles.numpy_ext) MaxAbsPooling (class in veles.znicz.pooling) MaxPooling (class in veles.znicz.pooling) MaxPoolingBase (class in veles.znicz.pooling) mcdnnic_layer_patern (StandardWorkflowBase attribute) mcdnnic_parse_methods (StandardWorkflowBase attribute) mcdnnic_topology_regexp (StandardWorkflowBase attribute)

mean (MeanDispNormalizer attribute) MeanDispersionNormalizer (class in veles.normalization) MeanDispNormalizer (class in veles.mean_disp_normalizer) mem (Array attribute) memalign (DeviceInfo attribute) memsize (DeviceInfo attribute) messageReceived() (ZmqConnection method) method_timed() (Workflow static method) MIN_RANDOM_STATE (DropoutForward attribute) minibatch_class (Loader attribute) minibatch_data (Loader attribute) minibatch_indices (Loader attribute) minibatch_labels (Loader attribute) minibatch_offset (Loader attribute) minibatch_size (InputJoiner attribute) (Loader attribute) minibatch_targets (LoaderMSE attribute) MinibatchesSaver (class in veles.loader.saver) minimap_size (AccumulatingPlotter attribute) MnistLoader (class in veles.znicz.loader.loader_mnist) (class in veles.znicz.samples.MNIST.loader_mnist) MnistWorkflow (class in veles.znicz.samples.MNIST.mnist) momentum (AdaDeltaGDObjects attribute) MSEHistogram (class in veles.znicz.nn_plotting_units) multicastRate (ZmqConnection attribute) MultiHistogram (class in veles.plotting_units) mutation_altering() (Chromosome method) mutation_binary_point() (Chromosome method) mutation_gaussian() (Chromosome method) mutation_uniform() (Chromosome method)

N

n_kernels (Conv attribute) (Deconv attribute) (GDDeconv attribute) (GradientDescentConv attribute) negotiates_on_connect (Workflow attribute) NetworkAgent (class in veles.network_common) NEURON_SIZE (KohonenNeighborMap attribute) NNRollback (class in veles.znicz.nn_rollback) NNWorkflow (class in veles.znicz.nn_units) NoneNormalizer (class in veles.normalization) normalize_image() (ImageSaver method) (Weights2D static method) normalize_minibatch() (FullBatchLoader method) NormalizerBase (class in veles.normalization)

NormalizerRegistry (class in veles.normalization) normalizers (NormalizerRegistry attribute) num_states (Uniform attribute) num_to_bin() (in module veles.genetics.core) NumDiff (class in veles.numpy_ext) numeric (Chromosome attribute) numpy_err_input_update() (GradientDescent method) (GradientDescentConv method) numpy_err_output_update() (GDRELU method) (GDRELUConv method) (GDSigmoid method) (GDSigmoidConv method) (GDStrictRELU method) (GDStrictRELUConv method) (GDTanh method) (GDTanhConv method) (GradientDescentBase method) numpy_run() (All2All method) (All2AllRELU method) (All2AllSigmoid method) (All2AllSoftmax method) (All2AllStrictRELU method) (All2AllTanh method) (Conv method) (GDCutter method) (GDMaxPooling method) (GradientDescent method) NumpyDevice (class in veles.backends)

O

ocl_build_program() (AcceleratedUnit method) ocl_realign_mem() (Array method) ocl_run() (All2AllSoftmax method) (GDCutter method) (GDMaxPooling method) (GDPooling method) (GradientDescent method) ocl_set_const_args (GradientDescentBase attribute) OCLBLAS (class in veles.ocl_blas) OffsetPooling (class in veles.znicz.pooling) on_generation_changed() (Population method) on_training_finished() (KohonenDecision method) onFSMStateChanged() (VelesProtocol method), [1] OP_ADD (GradientDescentBase attribute) OP_FLUSH (GradientDescentBase attribute) OP_NONE (GradientDescentBase attribute)

OP_STORE (GradientDescentBase attribute) OpenCLDevice (class in veles.backends) OpenCLDevice.skip (class in veles.backends) original_data (FullBatchLoader attribute) original_labels (FullBatchLoader attribute) out_dirs (ImageSaver attribute) output (ActivationBackward attribute) (All2All attribute) (Binarization attribute) (Conv attribute) (Deconv attribute) (Forward attribute) (GradientDescent attribute) (GradientDescentBase attribute) (ImageSaver attribute) (InputJoiner attribute) (KohonenForward attribute) (MeanDispNormalizer attribute) (Pooling attribute) output_bytes (Uniform attribute) output_dtype (All2All attribute) output_sample_shape (All2All attribute) output_samples_number (All2All attribute) output_shape_source (Deconv attribute)

P

padding (Conv attribute) (Deconv attribute) (GDDeconv attribute) peak_threshold (SimilarityCalculationParameters attribute) pick_color() (in module veles.znicz.samples.Lines.draw_lines) PICKLE_END (ZmqConnection attribute) PICKLE_START (ZmqConnection attribute) Pickleable (class in veles.distributable) PicklesLoader (class in veles.loader.pickles) pid (Device attribute) pid_ (OpenCLDevice attribute) plot_style (AccumulatingPlotter attribute) Plotter (class in veles.plotter) plotters_are_enabled (Workflow attribute) PointwiseNormalizer (class in veles.normalization)

Pooling (class in veles.znicz.pooling) Population (class in veles.genetics.core) prepare() (NormalizerBase static method) preprocess_image() (ImageLoader method) print_debug_data() (GradientDescentBase method) (Pooling method) print_stats() (Workflow method) PRIORITY (AutoDevice attribute) (CUDADevice attribute) (NumpyDevice attribute) (OpenCLDevice attribute) prng (Loader attribute), [1] (Uniform attribute) process_config() (in module veles.genetics.config) program_ (AcceleratedUnit attribute) protect() (Config method) publisher (StandardWorkflowConfig attribute) PublishingBackendRegistry (class in veles.publishing.registry)

Q

queue_ (OpenCLDevice attribute)

R

rand (Chromosome attribute) (Conv attribute) (Forward attribute) RandomGenerator (class in veles.prng.random_generator) Range (class in veles.genetics.config) RangeAccumulator (class in veles.znicz.accumulator) RangeLinearNormalizer (class in veles.normalization) rating (DeviceInfo attribute) ravel() (in module veles.numpy_ext) rdisp (MeanDispNormalizer attribute) reactor (ZmqContextManager attribute) READ_CODECS (SnapshotterToDB attribute) (SnapshotterToFile attribute) redraw_plot (AccumulatingPlotter attribute) REDUCE_SIZE (GradientDescentBase attribute) register_on_shutdown() (ThreadPool method) register_on_thread_enter() (ThreadPool method)

register_on_thread_exit() (ThreadPool method) Repeater (class in veles.plumbing) repeater (NNWorkflow attribute) request_temp_buffer() (Device method) reshape() (in module veles.numpy_ext) reshape_transposed() (in module veles.numpy_ext) result (KohonenValidator attribute) result_loader (StandardWorkflowConfig attribute) reversed_labels_mapping (Loader attribute) rollback (StandardWorkflowConfig attribute) root (in module veles.config) run() (Binarization method) (GraphicsClient method) (Launcher method) (LearningRateAdjust method) (Loader method) (Workflow method) run_timed() (Workflow static method)

S

samples_served (Loader attribute) schwefel() (in module veles.genetics.core) select() (Population method) select_random() (Population method) select_roulette() (Population method) select_tournament() (Population method) send() (ZmqConnection method) Server (class in veles.server) server_shutdown_registered (Plotter attribute) SET_UP (Logger attribute) setup_pickle_debug() (in module veles.pickle2) SF_ENDIAN_BIG (libsndfile attribute) SF_ENDIAN_CPU (libsndfile attribute) SF_ENDIAN_FILE (libsndfile attribute) SF_ENDIAN_LITTLE (libsndfile attribute) SF_FORMAT_AIFF (libsndfile attribute) SF_FORMAT_ALAW (libsndfile attribute) SF_FORMAT_AU (libsndfile attribute) SF_FORMAT_AVR (libsndfile attribute) SF_FORMAT_CAF (libsndfile attribute) SF_FORMAT_DOUBLE (libsndfile attribute) SF_FORMAT_DPCM_16 (libsndfile attribute) SF_FORMAT_DPCM_8 (libsndfile attribute) SF_FORMAT_DWVW_12 (libsndfile attribute) SF_FORMAT_DWVW_16 (libsndfile attribute) SF_FORMAT_DWVW_24 (libsndfile attribute) SF_FORMAT_DWVW_N (libsndfile attribute) SF_FORMAT_ENDMASK (libsndfile attribute) SF_FORMAT_FLAC (libsndfile attribute) SF_FORMAT_FLOAT (libsndfile attribute) SF_FORMAT_G721_32 (libsndfile attribute) SF_FORMAT_G723_24 (libsndfile attribute) SF_FORMAT_G723_40 (libsndfile attribute) SF_FORMAT_GSM610 (libsndfile attribute) SF_FORMAT_HTK (libsndfile attribute) SF_FORMAT_IMA_ADPCM (libsndfile attribute) SF_FORMAT_IRCAM (libsndfile attribute) SF_FORMAT_MAT4 (libsndfile attribute) SF_FORMAT_MAT5 (libsndfile attribute) SF_FORMAT_MPC2K (libsndfile attribute) SF_FORMAT_MS_ADPCM (libsndfile attribute) SF_FORMAT_NIST (libsndfile attribute) SF_FORMAT_OGG (libsndfile attribute) SF_FORMAT_PAF (libsndfile attribute) SF_FORMAT_PCM_16 (libsndfile attribute) SF_FORMAT_PCM_24 (libsndfile attribute) SF_FORMAT_PCM_32 (libsndfile attribute) SF_FORMAT_PCM_S8 (libsndfile attribute) SF_FORMAT_PCM_U8 (libsndfile attribute) SF_FORMAT_PVF (libsndfile attribute) SF_FORMAT_RAW (libsndfile attribute) SF_FORMAT_RF64 (libsndfile attribute) SF_FORMAT_SD2 (libsndfile attribute) SF_FORMAT_SDS (libsndfile attribute) SF_FORMAT_SUBMASK (libsndfile attribute) SF_FORMAT_SVX (libsndfile attribute) SF_FORMAT_TYPEMASK (libsndfile attribute) SF_FORMAT_ULAW (libsndfile attribute)

SF_FORMAT_VOC (libsndfile attribute) SF_FORMAT_VORBIS (libsndfile attribute) SF_FORMAT_VOX_ADPCM (libsndfile attribute) SF_FORMAT_W64 (libsndfile attribute) SF_FORMAT_WAV (libsndfile attribute) SF_FORMAT_WAVEX (libsndfile attribute) SF_FORMAT_WVE (libsndfile attribute) SF_FORMAT_XI (libsndfile attribute) SFM_RDWR (libsndfile attribute) SFM_READ (libsndfile attribute) SFM_WRITE (libsndfile attribute) shape (FullBatchLoader attribute) (ImageLoader attribute), [1] (Loader attribute) SharedIO (class in veles.txzmq.sharedio) Shell (class in veles.interaction) shuffle() (Loader method) shuffled_indices (Loader attribute) shutdown() (ZmqConnection method) (ZmqContextManager method) shutdown_pools() (ThreadPool static method) sigint_handler() (ThreadPool static method) sigint_printed (ThreadPool attribute) sigusr1_handler() (ThreadPool method) similar_weights_plotter (StandardWorkflowConfig attribute) SimilarityCalculationParameters (class in veles.znicz.diversity) SimilarWeights2D (class in veles.znicz.diversity) size (Chromosome attribute) SIZE_TEXT_THRESHOLD (KohonenHits attribute) SIZE_WARNING_THRESHOLD (SnapshotterBase attribute) SlaveStats (class in veles.plotting_units) sliding (Conv attribute) (Deconv attribute) (GDDeconv attribute) (GDPooling attribute) (Pooling attribute) smart_crop (ImageLoader attribute) snapshotter (StandardWorkflowConfig attribute) SnapshotterBase (class in veles.snapshotter) SnapshotterRegistry (class in veles.snapshotter) snapshotters (SnapshotterRegistry attribute) SnapshotterToDB (class in veles.snapshotter) SnapshotterToFile (class in veles.snapshotter) SndFileLoaderBase (class in veles.loader.libsndfile_loader) SOLVERS (GradientDescent attribute) sort() (Population method) source_dtype (ImageLoader attribute) sources_ (AcceleratedUnit attribute) SPECIAL_OPTS (CommandLineBase attribute) StandardWorkflow (class in veles.znicz.standard_workflow) StandardWorkflowBase (class in veles.znicz.standard_workflow) StandardWorkflowConfig (class in veles.znicz.standard_workflow) start_point (Workflow attribute) StartPoint (class in veles.plumbing) state (NormalizerBase attribute) (RandomGenerator attribute) StatelessNormalizer (class in veles.normalization) states (Uniform attribute) StochasticAbsPooling (class in veles.znicz.pooling) StochasticAbsPoolingDepooling (class in veles.znicz.pooling) StochasticPooling (class in veles.znicz.pooling) StochasticPoolingBase (class in veles.znicz.pooling) StochasticPoolingDepooling (class in veles.znicz.pooling) stop() (Launcher method) (Workflow method) sync() (Device method)

T

TableMaxMin (class in veles.plotting_units) target (ImageSaver attribute) tcpKeepalive (ZmqConnection attribute) tcpKeepaliveCount (ZmqConnection attribute) tcpKeepaliveIdle (ZmqConnection attribute) tcpKeepaliveInterval (ZmqConnection attribute) test_paths (FileImageLoader attribute) ThreadPool (class in veles.thread_pool)

total (KohonenForward attribute) total_samples (Loader attribute) touch() (Bool method) train_paths (FileImageLoader attribute) transpose() (in module veles.numpy_ext) TriviallyDistributable (class in veles.distributable) try_to_import_file() (in module veles.import_file) TypeDict (class in veles.znicz.standard_workflow)

U

ui_update_interval (GraphicsClient attribute) uncropped_shape (ImageLoader attribute) Uniform (class in veles.prng.uniform) uniform (StochasticPoolingBase attribute) UnitCommandLineArgumentsRegistry (class in veles.units) UnitRegistry (class in veles.unit_registry) units (UnitRegistry attribute)

unprepare() (NormalizerBase static method) unregister_on_thread_enter() (ThreadPool method) unregister_on_thread_exit() (ThreadPool method) unsafe_padding (Deconv attribute) (GDDeconv attribute) update() (GraphicsClient method) url (Downloader attribute)

V

v (BatchWeights attribute) validate_environment() (veles.VelesModule class method) validation_paths (FileImageLoader attribute) validation_ratio (FullBatchLoader attribute) values (AccumulatingPlotter attribute) vbias0 (GradientsCalculator attribute) vbias1 (GradientsCalculator attribute) vbias_batch (BatchWeights attribute) vbias_grad (GradientsCalculator attribute) veles (module) veles.accelerated_units (module) veles.avatar (module) veles.backends (module) veles.client (module) veles.cmdline (module) veles.compat (module) veles.config (module) veles.distributable (module) veles.dot_pip (module) veles.downloader (module) veles.dummy (module) veles.ensemble (module) veles.ensemble.base_workflow (module) veles.ensemble.model_workflow (module) veles.ensemble.test_workflow (module) veles.error (module) veles.forge (module) veles.forge.forge_client (module) veles.forge_common (module) veles.genetics (module) veles.genetics.config (module) veles.genetics.core (module) veles.genetics.optimization_workflow (module) veles.graphics_client (module) veles.graphics_server (module) veles.import_file (module) veles.input_joiner (module) veles.interaction (module) veles.iplotter (module) veles.json_encoders (module) veles.launcher (module) veles.loader (module) veles.loader.base (module) veles.loader.ensemble (module) veles.loader.file_image (module) veles.loader.file_loader (module) veles.loader.fullbatch (module) veles.loader.fullbatch_image (module) veles.loader.image (module) veles.loader.image_mse (module) veles.loader.interactive (module) veles.loader.libsndfile (module) veles.loader.libsndfile_loader (module) veles.loader.loader_hdf5 (module) veles.loader.pickles (module) veles.loader.restful (module) veles.loader.saver (module) veles.logger (module) veles.mapped_object_registry (module) veles.mean_disp_normalizer (module) veles.memory (module) veles.mutable (module) veles.network_common (module) veles.normalization (module) veles.numpy_ext (module) veles.ocl_blas (module) veles.opencl_types (module) veles.paths (module) veles.pickle2 (module) veles.plotter (module) veles.plotting_units (module) veles.plumbing (module) veles.portable (module) veles.prng (module) veles.prng.random_generator (module) veles.prng.uniform (module) veles.publishing (module) veles.publishing.backend (module) veles.publishing.confluence (module) veles.publishing.confluence_backend (module) veles.publishing.jinja2_template_backend (module) veles.publishing.markdown_backend (module) veles.publishing.publisher (module) veles.publishing.registry (module) veles.restful_api (module) veles.result_provider (module) veles.scripts (module) veles.scripts.bboxer (module) veles.scripts.compare_snapshots (module) veles.scripts.generate_frontend (module) veles.scripts.update_forge (module)

veles.server (module) veles.snapshotter (module) veles.thread_pool (module) veles.timeit2 (module) veles.txzmq (module) veles.txzmq.connection (module) veles.txzmq.manager (module) veles.txzmq.sharedio (module) veles.unit_registry (module) veles.units (module) veles.verified (module) veles.web_status (module) veles.workflow (module) veles.zmq_loader (module) veles.znicz (module) veles.znicz.accumulator (module) veles.znicz.activation (module) veles.znicz.all2all (module) veles.znicz.conv (module) veles.znicz.cutter (module) veles.znicz.decision (module) veles.znicz.deconv (module) veles.znicz.depooling (module) veles.znicz.diff_stats (module) veles.znicz.diversity (module) veles.znicz.dropout (module) veles.znicz.evaluator (module) veles.znicz.gd (module) veles.znicz.gd_conv (module) veles.znicz.gd_deconv (module) veles.znicz.gd_pooling (module) veles.znicz.image_saver (module) veles.znicz.kohonen (module) veles.znicz.labels_printer (module) veles.znicz.loader (module) veles.znicz.loader.caffe (module) veles.znicz.loader.caffe.protobuf2 (module) veles.znicz.loader.loader_lmdb (module) veles.znicz.loader.loader_mnist (module) veles.znicz.loader.loader_stl (module) veles.znicz.loader.loader_wine (module) veles.znicz.lr_adjust (module) veles.znicz.nn_plotting_units (module) veles.znicz.nn_rollback (module) veles.znicz.nn_units (module) veles.znicz.normalization (module) veles.znicz.pooling (module) veles.znicz.rbm_units (module) veles.znicz.resizable_all2all (module) veles.znicz.samples (module) veles.znicz.samples.CIFAR10 (module) veles.znicz.samples.CIFAR10.cifar (module) veles.znicz.samples.CIFAR10.cifar_caffe_config (module) veles.znicz.samples.CIFAR10.cifar_config (module) veles.znicz.samples.DemoKohonen (module) veles.znicz.samples.DemoKohonen.kohonen (module) veles.znicz.samples.DemoKohonen.kohonen_config (module) veles.znicz.samples.Kanji (module) veles.znicz.samples.Kanji.generate_kanji (module) veles.znicz.samples.Kanji.kanji (module) veles.znicz.samples.Kanji.kanji_config (module) veles.znicz.samples.Lines (module) veles.znicz.samples.Lines.draw_lines (module) veles.znicz.samples.Lines.lines (module) veles.znicz.samples.Lines.lines_config (module) veles.znicz.samples.MNIST (module) veles.znicz.samples.MNIST.loader_mnist (module) veles.znicz.samples.MNIST.mnist (module) veles.znicz.samples.MNIST.mnist_caffe_config (module) veles.znicz.samples.MNIST.mnist_config (module) veles.znicz.samples.MNIST.mnist_conv_config (module) veles.znicz.samples.Wine (module) veles.znicz.samples.Wine.loader_wine (module) veles.znicz.samples.Wine.wine (module) veles.znicz.samples.Wine.wine_config (module) veles.znicz.samples.YaleFaces (module) veles.znicz.samples.YaleFaces.yale_faces (module) veles.znicz.samples.YaleFaces.yale_faces_preprocessing (module) veles.znicz.samples.YaleFaces.yale_faces_preprocessing_config (module) veles.znicz.standard_workflow (module) veles.znicz.weights_zerofilling (module) veles.zope_verify_fix (module) veles_gemm() (OCLBLAS method) VelesException VelesModule (class in veles) VelesProtocol (class in veles.client) (class in veles.server) Verified (class in veles.verified) version (DeviceInfo attribute) VIEW_GROUP_COLORS (Workflow attribute) VIP_GROUPS (Workflow attribute)

W

W_batch (BatchWeights attribute) warped_polyline() (in module veles.znicz.samples.Lines.draw_lines) WebServer (class in veles.web_status) weights (AdaDeltaGDObjects attribute) (AdaGradGDObjects attribute) (All2All attribute) (Conv attribute) (Deconv attribute) (FastGDObjects attribute) (Forward attribute) (GradientDescent attribute), [1] (GradientDescentBase attribute) (KohonenForward attribute) (KohonenTrainer attribute) weights0 (GradientsCalculator attribute) weights1 (GradientsCalculator attribute) Weights2D (class in veles.znicz.nn_plotting_units) weights_decay (GradientDescentBase attribute) weights_decay_bias (GradientDescentBase attribute) weights_diff (KohonenDecision attribute) weights_filling (All2All attribute) (Conv attribute) weights_grad (GradientsCalculator attribute)

weights_mem (KohonenDecision attribute) weights_names (NNRollback attribute) weights_plotter (StandardWorkflowConfig attribute) weights_stddev (All2All attribute), [1] (Conv attribute) (Forward attribute) weights_transposed (All2All attribute) (Conv attribute) (Deconv attribute) (GradientDescentBase attribute) WeightsUpdater (class in veles.znicz.rbm_units) WineLoader (class in veles.znicz.loader.loader_wine) (class in veles.znicz.samples.Wine.loader_wine) WineWorkflow (class in veles.znicz.samples.Wine.wine) winners_mem (KohonenDecision attribute) Workflow (class in veles.workflow) WorkflowConfig (StandardWorkflow attribute) (StandardWorkflowBase attribute) WRITE_CODECS (SnapshotterToDB attribute) (SnapshotterToFile attribute)

Y

YaleFacesWorkflow (class in veles.znicz.samples.YaleFaces.yale_faces) (class in veles.znicz.samples.YaleFaces.yale_faces_preprocessing)

ylim (AccumulatingPlotter attribute) (ImmediatePlotter attribute)

Z

ZeroFiller (class in veles.znicz.weights_zerofilling) ZeroMQLoader (class in veles.zmq_loader) ZmqConnection (class in veles.txzmq.connection)

ZmqContextManager (class in veles.txzmq.manager) ZmqEndpoint (class in veles.txzmq.connection) ZmqEndpointType (class in veles.txzmq.connection)