Index

_

__call__() (dgbpy.bokehcore.Div method) (dgbpy.dgbonnx.OnnxModel method) (dgbpy.torch_classes.Callback method) (dgbpy.torch_classes.OnnxTorchModel method) (dgbpy.torch_classes.Trainer method) (dgbpy.transforms.BaseTransform method) (dgbpy.transforms.TransformCompose method) __data_generation() (dgbpy.keras_classes.TrainingSequence method) __enter__() (dgbpy.servicemgr.ServiceMgr method) __exit__() (dgbpy.servicemgr.ServiceMgr method) __getattr__() (dgbpy.torch_classes.Callback method) __getitem__() (dgbpy.keras_classes.TrainingSequence method) (dgbpy.torch_classes.DatasetApply method) (dgbpy.torch_classes.TestDatasetClass method) (dgbpy.torch_classes.TrainDatasetClass method) __input_names() (in module dgbpy.onnx_classes) __input_shape() (in module dgbpy.onnx_classes) __iter__() (dgbpy.dgbtorch.ChunkedDataLoader method) __len__() (dgbpy.keras_classes.TrainingSequence method) (dgbpy.torch_classes.DatasetApply method) (dgbpy.torch_classes.TestDatasetClass method) (dgbpy.torch_classes.TrainDatasetClass method) (dgbpy.transforms.TransformMultiplier method) __model_type() (in module dgbpy.onnx_classes) __num_inputs() (in module dgbpy.onnx_classes) __num_outputs() (in module dgbpy.onnx_classes) __output_names() (in module dgbpy.onnx_classes) __output_shape() (in module dgbpy.onnx_classes) __repr__() (dgbpy.torch_classes.UNet method) __setattr__() (dgbpy.bokehcore.Div method) __version__ (in module crossplot) (in module dgbpy) (in module dgbpy.dgb_dgbkeras2onnx) (in module dgbpy.dgb_sklearn2onnx) _adaptShape() (dgbpy.torch_classes.TrainDatasetClass method) _add_debug_str() (dgbpy.deeplearning_apply_serverlib.Message method) _addbuttonCB() (dgbpy.uibokeh_well.LogTrackMgr method) _addtrack() (dgbpy.uibokeh_well.LogTrackMgr method) _array_decode() (dgbpy.deeplearning_apply_clientlib.Message method) (dgbpy.deeplearning_apply_serverlib.Message method) _array_encode() (dgbpy.deeplearning_apply_clientlib.Message method) _change_tab() (dgbpy.uibokeh_well.LogTrack method) _create_message() (dgbpy.deeplearning_apply_clientlib.Message method) (dgbpy.deeplearning_apply_serverlib.Message method) _create_response_array_content() (dgbpy.deeplearning_apply_serverlib.Message method) _create_response_binary_content() (dgbpy.deeplearning_apply_serverlib.Message method) _create_response_json_content() (dgbpy.deeplearning_apply_serverlib.Message method) _createPacket() (dgbpy.servicemgr.Packet method) _curreqid (dgbpy.servicemgr.Packet attribute) _do_predict() (dgbpy.sklearn_classes.OnnxScikitModel method) _get_available_gpus (in module dgbpy.keras_fix) _get_available_gpus() (in module dgbpy.keras_fix) _get_info() (dgbpy.deeplearning_apply_serverlib.ModelApplier method) _getDims() (dgbpy.keras_classes.TrainingSequence method) _getDocUrl() (in module dgbpy.bokehserver) _getLogLimits() (dgbpy.uibokeh_well.LogTrack method) _init_log_ui() (dgbpy.uibokeh_well.LogTrack method) _initlogprops() (dgbpy.uibokeh_well.LogTrack method) _inittrack() (dgbpy.uibokeh_well.LogTrack method) _inittrackprops() (dgbpy.uibokeh_well.LogTrack method)

_initui() (dgbpy.uibokeh_well.LogTrack method) _is_port_in_use() (dgbpy.servicemgr.ServiceMgr method) _json_decode() (dgbpy.deeplearning_apply_clientlib.Message method) (dgbpy.deeplearning_apply_serverlib.Message method) (dgbpy.servicemgr.Packet method) _json_encode() (dgbpy.deeplearning_apply_clientlib.Message method) (dgbpy.deeplearning_apply_serverlib.Message method) (dgbpy.servicemgr.Packet method) _make_exception_report() (dgbpy.deeplearning_apply_serverlib.Message method) _make_model() (dgbpy.keras_classes.UserModel method) (dgbpy.mlmodel_keras_dGB.dGB_LeNet_Classifier method) (dgbpy.mlmodel_keras_dGB.dGB_LeNet_Regressor method) (dgbpy.mlmodel_keras_dGB.dGB_UnetReg method) (dgbpy.mlmodel_keras_dGB.dGB_UNetReg_VGG19 method) (dgbpy.mlmodel_keras_dGB.dGB_UnetSeg method) (dgbpy.mlmodel_keras_dGB.dGB_UNetSeg_VGG19 method) (dgbpy.mlmodel_torch_dGB.dGB_LeNet_Classifier method) (dgbpy.mlmodel_torch_dGB.dGB_LeNet_Regressor method) (dgbpy.mlmodel_torch_dGB.dGB_ResNet18 method) (dgbpy.mlmodel_torch_dGB.dGB_Simple_Net_Classifier method) (dgbpy.mlmodel_torch_dGB.dGB_Simple_Net_Regressor method) (dgbpy.mlmodel_torch_dGB.dGB_UnetReg method) (dgbpy.mlmodel_torch_dGB.dGB_UNetReg_VGG19 method) (dgbpy.mlmodel_torch_dGB.dGB_UnetSeg method) (dgbpy.mlmodel_torch_dGB.dGB_UNetSeg_VGG19 method) (dgbpy.torch_classes.TorchUserModel method) _odhdr_decode() (dgbpy.servicemgr.Packet method) _order (dgbpy.torch_classes.AvgStatsCallback attribute) (dgbpy.torch_classes.BokehProgressCallback attribute) (dgbpy.torch_classes.Callback attribute) (dgbpy.torch_classes.EarlyStoppingCallback attribute) (dgbpy.torch_classes.LogNrOfSamplesCallback attribute) (dgbpy.torch_classes.ProgressBarCallback attribute) (dgbpy.torch_classes.TensorBoardLogCallback attribute) (dgbpy.torch_classes.TrainEvalCallback attribute) _procChkCB() (dgbpy.bokehserver.ProcMonitor method) _process_response_array_content() (dgbpy.deeplearning_apply_clientlib.Message method) _process_response_binary_content() (dgbpy.deeplearning_apply_clientlib.Message method) _process_response_json_content() (dgbpy.deeplearning_apply_clientlib.Message method) _processPacket() (dgbpy.servicemgr.ServiceMgr method) _read() (dgbpy.deeplearning_apply_clientlib.Message method) (dgbpy.deeplearning_apply_serverlib.Message method) _readTransforms() (dgbpy.transforms.TransformCompose method) _register() (dgbpy.servicemgr.ServiceMgr method) _removetrack() (dgbpy.uibokeh_well.LogTrackMgr method) _rmvbuttonCB() (dgbpy.uibokeh_well.LogTrackMgr method) _send() (dgbpy.servicemgr.Message method) _set_selector_events_mask() (dgbpy.deeplearning_apply_clientlib.Message method) (dgbpy.deeplearning_apply_serverlib.Message method) _set_transpose() (dgbpy.deeplearning_apply_serverlib.ModelApplier method) _startServer() (dgbpy.servicemgr.ServiceMgr method) _syncbuttonCB() (dgbpy.uibokeh_well.LogTrackMgr method) _to_tensor() (in module dgbpy.mlmodel_keras_dGB) _update_log_props() (dgbpy.uibokeh_well.LogTrack method) _update_log_selection() (dgbpy.uibokeh_well.LogTrack method) _update_log_ui() (dgbpy.uibokeh_well.LogTrack method) _update_track_props() (dgbpy.uibokeh_well.LogTrack method) _update_track_ui() (dgbpy.uibokeh_well.LogTrack method) _usePar() (dgbpy.deeplearning_apply_serverlib.ModelApplier method) _write() (dgbpy.deeplearning_apply_clientlib.Message method) (dgbpy.deeplearning_apply_serverlib.Message method)

A

accept_wrapper() (in module dgbpy.deeplearning_apply-server) accumulate() (dgbpy.torch_classes.AvgStats method) accuracy() (in module dgbpy.torch_classes) adaptFromModel() (in module dgbpy.dgbkeras) adaptInput() (dgbpy.dgbonnx.OnnxModel method) adaptive_schedule() (in module dgbpy.dgbkeras) AdaptiveLR (class in dgbpy.torch_classes) adaptOutput() (dgbpy.dgbonnx.OnnxModel method) adaptToModel() (in module dgbpy.dgbkeras) add() (dgbpy.transforms.TransformMultiplier method) (trainui.MsgHandler method) add_callback() (trainui.MsgHandler method) add_cbs() (dgbpy.torch_classes.Trainer method) add_property() (in module dgbpy.bokehcore) add_servmgr() (trainui.MsgHandler method) addAction() (dgbpy.servicemgr.ServiceMgr method) addInfo() (in module dgbpy.hdf5) addLeftShade() (dgbpy.uibokeh_well.LogTrack method) addLog() (dgbpy.uibokeh_well.LogTrack method) addLogs() (dgbpy.uibokeh_well.LogTrack method) addMarker() (dgbpy.uibokeh_well.LogTrack method) addMarkers() (dgbpy.uibokeh_well.LogTrack method) addr (in module dgbpy.deeplearning_apply-server) after_batch() (dgbpy.torch_classes.BokehProgressCallback method) (dgbpy.torch_classes.ProgressBarCallback method) after_cnn() (dgbpy.torch_classes.dGBLeNet method) (dgbpy.torch_classes.Net method) after_epoch() (dgbpy.torch_classes.AvgStatsCallback method) (dgbpy.torch_classes.BokehProgressCallback method) (dgbpy.torch_classes.EarlyStoppingCallback method) (dgbpy.torch_classes.LRSchedulerCallback method) (dgbpy.torch_classes.TensorBoardLogCallback method) after_fit() (dgbpy.torch_classes.BokehProgressCallback method) (dgbpy.torch_classes.EarlyStoppingCallback method) (dgbpy.torch_classes.ProgressBarCallback method) after_loss() (dgbpy.torch_classes.AvgStatsCallback method) all_batches() (dgbpy.torch_classes.Trainer method) ALL_CBS (dgbpy.torch_classes.Trainer attribute) all_stats (dgbpy.torch_classes.AvgStats property)

all_transforms (in module dgbpy.transforms) announceShowTensorboard() (in module dgbpy.mlio) announceTrainingFailure() (in module dgbpy.mlio) announceTrainingSuccess() (in module dgbpy.mlio) Any (dgbpy.keras_classes.DataPredType attribute) (dgbpy.keras_classes.DimType attribute) (dgbpy.keras_classes.OutputType attribute) (dgbpy.torch_classes.DataPredType attribute) (dgbpy.torch_classes.DimType attribute) (dgbpy.torch_classes.OutputType attribute) app_hooks module applier (in module dgbpy.deeplearning_apply-server), [1] apply() (in module dgbpy.dgbkeras) (in module dgbpy.dgbonnx) (in module dgbpy.dgbscikit) (in module dgbpy.dgbtorch) apply_track_props() (dgbpy.uibokeh_well.LogTrack method) applyArrTranspose() (in module dgbpy.hdf5) applydict (in module dgbpy.deeplearning_apply-client) applyGlobalStd() (in module dgbpy.hdf5) applyLocalStd() (in module dgbpy.hdf5) applyMinMaxScaling() (in module dgbpy.hdf5) applyNormalization() (in module dgbpy.hdf5) args (in module dgbpy.deeplearning_apply-client) (in module dgbpy.deeplearning_apply-server) (in module dgbpy.dgb_dgbkeras2onnx) (in module dgbpy.dgb_sklearn2onnx) (in module dgbpy.mlapplyrun) arrayorderdictstr (in module dgbpy.keystr) arroneitemsize() (in module dgbpy.hdf5) assessQuality() (in module dgbpy.dgbscikit) attribChgCB() (in module main) augment_ui_map (in module dgbpy.uibokeh) autocrop() (in module dgbpy.torch_classes) averagestr (in module dgbpy.keystr) avg_stats (dgbpy.torch_classes.AvgStats property) AvgStats (class in dgbpy.torch_classes) AvgStatsCallback (class in dgbpy.torch_classes)

B

BaseTransform (class in dgbpy.transforms) before_fit_chunk() (dgbpy.torch_classes.BokehProgressCallback method) begin_batch() (dgbpy.torch_classes.BokehProgressCallback method) (dgbpy.torch_classes.TensorBoardLogCallback method) (dgbpy.torch_classes.TrainEvalCallback method) begin_epoch() (dgbpy.torch_classes.AvgStatsCallback method) (dgbpy.torch_classes.BokehProgressCallback method) (dgbpy.torch_classes.ProgressBarCallback method) (dgbpy.torch_classes.TrainEvalCallback method) (dgbpy.torch_classes.TransformCallback method) begin_fit() (dgbpy.torch_classes.AvgStatsCallback method) (dgbpy.torch_classes.EarlyStoppingCallback method) (dgbpy.torch_classes.LogNrOfSamplesCallback method) (dgbpy.torch_classes.ProgressBarCallback method) (dgbpy.torch_classes.TrainEvalCallback method)

begin_fold() (dgbpy.torch_classes.BokehProgressCallback method) (dgbpy.torch_classes.LogNrOfSamplesCallback method) begin_validate() (dgbpy.torch_classes.ProgressBarCallback method) (dgbpy.torch_classes.TrainEvalCallback method) bias_init() (dgbpy.torch_classes.UNet static method) BokehProgressCallback (class in dgbpy.dgbkeras) (class in dgbpy.torch_classes) but_height (in module dgbpy.uibokeh) (in module dgbpy.uisklearn) but_spacer (in module dgbpy.uibokeh) (in module dgbpy.uisklearn) but_width (in module dgbpy.uibokeh) (in module dgbpy.uisklearn) buttonChgCB() (in module dgbpy.uisklearn)

C

Callback (class in dgbpy.torch_classes) can_apply() (dgbpy.transforms.BaseTransform method) can_connect() (dgbpy.servicemgr.ServiceMgr method) can_use_gpu() (in module dgbpy.dgbkeras) (in module dgbpy.dgbtorch) CancelBatchException CancelEpochException CancelTrainException carrorderstr (in module dgbpy.keystr) child_bar (in module dgbpy.uibokeh) chunk_step (in module dgbpy.deeplearning_apply-client) ChunkedDataLoader (class in dgbpy.dgbtorch) chunkfldCB() (in module dgbpy.uikeras) (in module dgbpy.uitorch) classdatavalstr (in module dgbpy.keystr) classdictstr (in module dgbpy.keystr) classesdictstr (in module dgbpy.keystr) classesvalstr (in module dgbpy.keystr) Classification (dgbpy.keras_classes.DataPredType attribute) (dgbpy.torch_classes.DataPredType attribute) classificationvalstr (in module dgbpy.keystr) classmltypes (in module dgbpy.dgbscikit) classnmdictstr (in module dgbpy.keystr) clearShading() (dgbpy.uibokeh_well.LogTrack method) close() (dgbpy.deeplearning_apply_clientlib.Message method) (dgbpy.deeplearning_apply_serverlib.Message method) clusterChgCB() (in module dgbpy.uisklearn) clustermethods (in module dgbpy.dgbscikit) clustertypes (in module dgbpy.dgbscikit) collChgCB() (in module main) collectdictstr (in module dgbpy.keystr) colorPaletteCB() (in module main) colors (in module crossplot.well_tools) ColorSelector (class in crossplot.well_tools) column() (in module dgbpy.bokehcore) compile_model() (in module dgbpy.mlmodel_keras_dGB)

componentdictstr (in module dgbpy.keystr) compute_capability_from_device_desc() (in module dgbpy.dgbkeras) compute_loss_func() (dgbpy.torch_classes.Trainer method) computeChunkedScaler_() (in module dgbpy.mlapply) computeScaler() (in module dgbpy.mlapply) computeScaler_() (in module dgbpy.mlapply) Concatenate (class in dgbpy.torch_classes) confdictstr (in module dgbpy.keystr) confvalstr (in module dgbpy.keystr) contentvalstr (in module dgbpy.keystr) Continuous (dgbpy.keras_classes.DataPredType attribute) (dgbpy.torch_classes.DataPredType attribute) continuousvalstr (in module dgbpy.keystr) conv_layer() (in module dgbpy.torch_classes) conv_transpose_layer() (in module dgbpy.torch_classes) convert_to_torch() (dgbpy.torch_classes.OnnxTorchModel method) copy_config() (dgbpy.transforms.TransformCompose method) create_request() (in module dgbpy.deeplearning_apply-client) create_resnet_block() (in module dgbpy.torch_classes) create_response() (dgbpy.deeplearning_apply_serverlib.Message method) crlSliceCB() (in module main) cross_entropy_balanced() (in module dgbpy.mlmodel_keras_dGB) crosslinestr (in module dgbpy.keystr) crossplot module crossplot.config module crossplot.main module crossplot.well_data module crossplot.well_tools module crossplotapp() (in module crossplot.main) cudacores (in module dgbpy.dgbkeras) (in module dgbpy.dgbtorch)

D

D1 (dgbpy.keras_classes.DimType attribute) (dgbpy.torch_classes.DimType attribute) D2 (dgbpy.keras_classes.DimType attribute) (dgbpy.torch_classes.DimType attribute) D3 (dgbpy.keras_classes.DimType attribute) (dgbpy.torch_classes.DimType attribute) DataGenerator() (in module dgbpy.dgbtorch) datagrp (in module dgbpy.deeplearning_apply-client) (in module dgbpy.deeplearning_apply-server) (in module dgbpy.mlapplyrun) DataPredType (class in dgbpy.keras_classes) (class in dgbpy.torch_classes) DatasetApply (class in dgbpy.torch_classes) datasetCount() (in module dgbpy.mlio) datasetdictstr (in module dgbpy.keystr) dbInfoForModel() (in module dgbpy.mlio) dbkeydictstr (in module dgbpy.keystr) dblistall (in module dgbpy.mlio) debug_msg() (dgbpy.deeplearning_apply_serverlib.ModelApplier method) decimateCB() (in module dgbpy.uikeras) (in module dgbpy.uitorch) decimkeystr (in module dgbpy.keystr) Default (dgbpy.uibokeh.TrainStatus attribute) default_transforms (in module dgbpy.dgbkeras) (in module dgbpy.dgbtorch) defaultbut (in module dgbpy.uisklearn) defbatchstr (in module dgbpy.dgbkeras) (in module dgbpy.dgbtorch) defdtregressor (in module dgbpy.dgbscikit) DefineBokehArguments() (in module dgbpy.bokehserver) defsavetype (in module dgbpy.dgbscikit) (in module dgbpy.dgbtorch) depthrange() (crossplot.well_data.WellInfo method) depthRange() (dgbpy.uibokeh_well.Well method) DepthRangeSelector (class in crossplot.well_tools) device (in module dgbpy.dgbtorch) dGB_LeNet_Classifier (class in dgbpy.mlmodel_keras_dGB) (class in dgbpy.mlmodel_torch_dGB) dGB_LeNet_Regressor (class in dgbpy.mlmodel_keras_dGB) (class in dgbpy.mlmodel_torch_dGB) dGB_ResNet18 (class in dgbpy.mlmodel_torch_dGB) dGB_Simple_Net_Classifier (class in dgbpy.mlmodel_torch_dGB) dGB_Simple_Net_Regressor (class in dgbpy.mlmodel_torch_dGB) dGB_UnetReg (class in dgbpy.mlmodel_keras_dGB) (class in dgbpy.mlmodel_torch_dGB) dGB_UNetReg_VGG19 (class in dgbpy.mlmodel_keras_dGB) (class in dgbpy.mlmodel_torch_dGB) dGB_UnetSeg (class in dgbpy.mlmodel_keras_dGB) (class in dgbpy.mlmodel_torch_dGB) dGB_UNetSeg_VGG19 (class in dgbpy.mlmodel_keras_dGB) (class in dgbpy.mlmodel_torch_dGB) dGBLeNet (class in dgbpy.torch_classes) dGBLeNet() (in module dgbpy.mlmodel_keras_dGB) dgbpy module dgbpy.bokehcore module dgbpy.bokehserver module dgbpy.deeplearning_apply-client module dgbpy.deeplearning_apply-server module dgbpy.deeplearning_apply_clientlib module dgbpy.deeplearning_apply_serverlib module dgbpy.dgb_dgbkeras2onnx module dgbpy.dgb_sklearn2onnx module dgbpy.dgbkeras module dgbpy.dgbonnx module dgbpy.dgbscikit module

dgbpy.dgbtorch module dgbpy.hdf5 module dgbpy.keras_classes module dgbpy.keras_fix module dgbpy.keystr module dgbpy.mlapply module dgbpy.mlapplyrun module dgbpy.mlio module dgbpy.mlmodel_keras_dGB module dgbpy.mlmodel_torch_dGB module dgbpy.onnx_classes module dgbpy.servicemgr module dgbpy.sklearn_classes module dgbpy.torch_classes module dgbpy.transforms module dgbpy.uibokeh module dgbpy.uibokeh_well module dgbpy.uikeras module dgbpy.uisklearn module dgbpy.uitorch module dgbtrl (in module dgbpy.mlio) dGBUNet (class in dgbpy.torch_classes) dGBUNet() (in module dgbpy.mlmodel_keras_dGB) dict (in module dgbpy.mlapplyrun) dictAddIfNew() (in module dgbpy.hdf5) DimType (class in dgbpy.keras_classes) (class in dgbpy.torch_classes) dimtype (dgbpy.mlmodel_keras_dGB.dGB_LeNet_Classifier attribute) (dgbpy.mlmodel_keras_dGB.dGB_LeNet_Regressor attribute) (dgbpy.mlmodel_keras_dGB.dGB_UnetReg attribute) (dgbpy.mlmodel_keras_dGB.dGB_UNetReg_VGG19 attribute) (dgbpy.mlmodel_keras_dGB.dGB_UnetSeg attribute) (dgbpy.mlmodel_keras_dGB.dGB_UNetSeg_VGG19 attribute) (dgbpy.mlmodel_torch_dGB.dGB_LeNet_Classifier attribute) (dgbpy.mlmodel_torch_dGB.dGB_LeNet_Regressor attribute) (dgbpy.mlmodel_torch_dGB.dGB_ResNet18 attribute) (dgbpy.mlmodel_torch_dGB.dGB_Simple_Net_Classifier attribute) (dgbpy.mlmodel_torch_dGB.dGB_Simple_Net_Regressor attribute) (dgbpy.mlmodel_torch_dGB.dGB_UnetReg attribute) (dgbpy.mlmodel_torch_dGB.dGB_UNetReg_VGG19 attribute) (dgbpy.mlmodel_torch_dGB.dGB_UnetSeg attribute) (dgbpy.mlmodel_torch_dGB.dGB_UNetSeg_VGG19 attribute) disclaimerstr (in module dgbpy.keystr) display() (dgbpy.uibokeh_well.LogTrack method) Div (class in dgbpy.bokehcore) do_begin_epoch() (dgbpy.torch_classes.Trainer method) doApply() (in module dgbpy.mlapply) doApplyFromFile() (in module dgbpy.mlapply) docallback() (trainui.MsgHandler method) doOutputScaling() (in module dgbpy.hdf5) doTrain() (in module dgbpy.mlapply) DownBlock (class in dgbpy.torch_classes) doWork() (dgbpy.deeplearning_apply_serverlib.ModelApplier method) dtypeconf (in module dgbpy.keystr) dtypepred (in module dgbpy.keystr) dtypeprob (in module dgbpy.keystr)

E

EarlyStoppingCallback (class in dgbpy.torch_classes) emit() (trainui.MsgHandler method) enable_shuffling() (dgbpy.keras_classes.TrainingSequence method) enableAugmentationCB() (in module dgbpy.uitorch) endBarUpdateCB() (in module dgbpy.uibokeh) ensembleChgCB() (in module dgbpy.uisklearn) ensembletypes (in module dgbpy.dgbscikit) epoch0endCB() (in module dgbpy.dgbkeras)

error() (dgbpy.dgb_dgbkeras2onnx.MyParser method) estimatedsizedictstr (in module dgbpy.keystr) eval() (dgbpy.torch_classes.OnnxTorchModel method) events (in module dgbpy.deeplearning_apply-client) ex_indata (in module dgbpy.dgb_dgbkeras2onnx) exampledictstr (in module dgbpy.keystr) exampleplot_app() (in module main) ExitCommand

F

f1() (in module dgbpy.torch_classes) fail() (dgbpy.uibokeh.ProgBar method) Failed (dgbpy.uibokeh.TrainStatus attribute) filedictstr (in module dgbpy.keystr) filter_depth_range() (crossplot.well_data.WellCrossplotData method) filter_marker_range() (crossplot.well_data.WellCrossplotData method) filter_reset() (crossplot.well_data.WellCrossplotData method) findModels() (dgbpy.keras_classes.UserModel static method) (dgbpy.torch_classes.TorchUserModel static method) findName() (dgbpy.keras_classes.UserModel static method) (dgbpy.torch_classes.TorchUserModel static method) first_init() (dgbpy.uibokeh.ProgBar method) fit() (dgbpy.torch_classes.Trainer method) fit_one_chunk() (dgbpy.torch_classes.Trainer method)

flatModelApply() (dgbpy.deeplearning_apply_serverlib.ModelApplier method) flatten() (in module dgbpy.torch_classes) Flip (class in dgbpy.transforms) FlipPolarity (class in dgbpy.transforms) foldstr (in module dgbpy.keystr) format_time() (in module dgbpy.keystr) forward() (dgbpy.torch_classes.Concatenate method) (dgbpy.torch_classes.dGBLeNet method) (dgbpy.torch_classes.dGBUNet method) (dgbpy.torch_classes.DownBlock method) (dgbpy.torch_classes.Net method) (dgbpy.torch_classes.ResidualBlock method) (dgbpy.torch_classes.UNet method) (dgbpy.torch_classes.UNet_VGG19 method) (dgbpy.torch_classes.UpBlock method)

G

GaussianNoise (class in dgbpy.transforms) geomiddictstr (in module dgbpy.keystr) get() (dgbpy.uibokeh.ProgBar method) get_activation() (in module dgbpy.torch_classes) get_batchsize() (dgbpy.dgbtorch.ChunkedDataLoader method) get_common_lognames() (crossplot.well_data.WellInfo method) get_common_markernames() (crossplot.well_data.WellInfo method) get_controls() (crossplot.well_tools.ColorSelector method) (crossplot.well_tools.DepthRangeSelector method) (crossplot.well_tools.MulitWellSelector method) (crossplot.well_tools.MultiWellCrossPlot method) (crossplot.well_tools.MultiWellLogSelector method) get_conv_layer() (in module dgbpy.torch_classes) get_cpu_preference() (in module dgbpy.dgbkeras) get_data() (crossplot.well_data.WellCrossplotData method) (dgbpy.keras_classes.TrainingSequence method) (dgbpy.torch_classes.TestDatasetClass method) (dgbpy.torch_classes.TrainDatasetClass method) get_data_format() (in module dgbpy.dgbkeras) get_default_examples() (in module trainui) get_default_info() (in module trainui) get_default_input() (in module trainui) get_default_platform() (in module trainui) get_depthrange() (crossplot.well_data.WellInfo method) get_keras_infos() (in module dgbpy.dgbkeras) get_log_selection() (crossplot.well_tools.MultiWellCrossPlot method) get_logdata() (crossplot.well_data.WellInfo method) get_lr() (dgbpy.torch_classes.AdaptiveLR method) get_maxpool_layer() (in module dgbpy.torch_classes) get_model_shape() (in module dgbpy.dgbkeras) (in module dgbpy.dgbonnx) (in module dgbpy.dgbtorch) get_normalization() (in module dgbpy.torch_classes) get_np_shape() (in module dgbpy.hdf5) get_output_shape() (in module dgbpy.dgbonnx) get_platforms() (in module trainui) get_request_id() (in module dgbpy.bokehserver) get_torch_infos() (in module dgbpy.dgbtorch) get_unique_lognames() (crossplot.well_data.WellInfo method) get_unique_markernames() (crossplot.well_data.WellInfo method) get_up_layer() (in module dgbpy.torch_classes) get_validation_data() (in module dgbpy.dgbkeras) getAdaGrp() (in module dgbpy.uisklearn) getAdamOpt() (in module dgbpy.mlmodel_keras_dGB) getAdvancedUiPars() (in module dgbpy.uikeras) (in module dgbpy.uitorch) getAllUiFlds() (in module dgbpy.uibokeh) getApplyInfo() (in module dgbpy.mlio) getApplyInfoFromFile() (in module dgbpy.mlio) getApplyPars() (in module dgbpy.deeplearning_apply-client) getApplyTrace() (in module dgbpy.deeplearning_apply-client) getAttribInfo() (in module dgbpy.hdf5) getButton() (in module dgbpy.uibokeh) getChunks() (in module dgbpy.mlio) getClasses() (in module dgbpy.mlio) getClassIndices() (in module dgbpy.hdf5) getClassIndicesFromData() (in module dgbpy.hdf5) getClusterGrp() (in module dgbpy.uisklearn) getClusterParsKMeans() (in module dgbpy.dgbscikit) getClusterParsMeanShift() (in module dgbpy.dgbscikit) getClusterParsSpectral() (in module dgbpy.dgbscikit) getCrossValidationIndices() (in module dgbpy.mlio) getCubeLetNames() (in module dgbpy.hdf5) getCubeLetNamesByGroup() (in module dgbpy.hdf5) getCubeLetNamesByGroupByItem() (in module dgbpy.hdf5) getCubeLets() (in module dgbpy.hdf5) getCubeletShape() (in module dgbpy.dgbkeras) getDataLoader() (in module dgbpy.dgbtorch) getDataLoaders() (in module dgbpy.dgbtorch) getDatasetNms() (in module dgbpy.mlio) getDatasetPars() (in module dgbpy.dgbtorch) getDatasets() (in module dgbpy.hdf5) getDatasets_() (in module dgbpy.hdf5) getDatasetsByGroup() (in module dgbpy.mlio) getDefaultAugmentation() (in module dgbpy.keystr) getDefaultModel() (in module dgbpy.dgbkeras) (in module dgbpy.dgbscikit) (in module dgbpy.dgbtorch) getDefaultNNKernel() (in module dgbpy.dgbscikit) getDefaultSolver() (in module dgbpy.dgbscikit) getDefaultTensorBoard() (in module dgbpy.keystr) getDevicesInfo() (in module dgbpy.dgbkeras) getEnsembleGrp() (in module dgbpy.uisklearn) getEnsembleParsAda() (in module dgbpy.dgbscikit) getEnsembleParsGB() (in module dgbpy.dgbscikit) getEnsembleParsRF() (in module dgbpy.dgbscikit) getEnsembleParsXGDT() (in module dgbpy.dgbscikit) getEnsembleParsXGRF() (in module dgbpy.dgbscikit) getGBGrp() (in module dgbpy.uisklearn) getGroup() (in module dgbpy.uibokeh) getGroupSize() (in module dgbpy.hdf5) getInfo() (in module dgbpy.hdf5) (in module dgbpy.mlio) getInputList() (in module dgbpy.mlapply) getKMeansGrp() (in module dgbpy.uisklearn) getLinearGrp() (in module dgbpy.uisklearn) getLinearPars() (in module dgbpy.dgbscikit) getLog() (dgbpy.uibokeh_well.Well method) getLogDir() (in module dgbpy.hdf5) getLogGrp() (in module dgbpy.uisklearn) getLogIdxStr() (dgbpy.uibokeh_well.Well method)

getLogLimits() (dgbpy.uibokeh_well.Well method) getLogNames() (dgbpy.uibokeh_well.Well method) getLogPars() (in module dgbpy.dgbscikit) getLogs() (dgbpy.uibokeh_well.Well method) getMainOutputs() (in module dgbpy.hdf5) getMarkers() (dgbpy.uibokeh_well.Well method) getMeanShiftGrp() (in module dgbpy.uisklearn) getMLPlatform() (in module dgbpy.dgbkeras) (in module dgbpy.dgbscikit) (in module dgbpy.dgbtorch) getModel() (in module dgbpy.mlio) getModelDims() (in module dgbpy.dgbkeras) (in module dgbpy.dgbonnx) (in module dgbpy.dgbtorch) getModelsByInfo() (in module dgbpy.dgbkeras) (in module dgbpy.dgbtorch) getModelsByType() (dgbpy.keras_classes.UserModel static method) (dgbpy.torch_classes.TorchUserModel static method) (in module dgbpy.dgbkeras) (in module dgbpy.dgbtorch) getModelType() (in module dgbpy.mlio) getNameFromList() (in module dgbpy.keystr) getNameFromUiName() (in module dgbpy.keystr) getNames() (in module dgbpy.keystr) getNamesByType() (dgbpy.keras_classes.UserModel static method) (dgbpy.torch_classes.TorchUserModel static method) getNewMinMaxScaler() (in module dgbpy.dgbscikit) getNewScaler() (in module dgbpy.dgbscikit) (in module dgbpy.mlapply) getNNGrp() (in module dgbpy.uisklearn) getNNPars() (in module dgbpy.dgbscikit) getNrAttribs() (in module dgbpy.hdf5) getNrClasses() (in module dgbpy.hdf5) getNrGroupInputs() (in module dgbpy.hdf5) getNrOutputs() (in module dgbpy.hdf5) getOutdType() (in module dgbpy.hdf5) getOutputNames() (in module dgbpy.hdf5) getOutputs() (in module dgbpy.hdf5) getParams() (in module dgbpy.dgbkeras) (in module dgbpy.dgbtorch) getPauseResumeButton() (in module dgbpy.uibokeh) getPbar() (in module dgbpy.uibokeh) getPlatformNm() (in module dgbpy.uikeras) (in module dgbpy.uisklearn) (in module dgbpy.uitorch) (trainui.uinoplfm method) getProgMsg() (in module dgbpy.uibokeh) getProgValue() (in module dgbpy.uibokeh) getRFGrp() (in module dgbpy.uisklearn) getRunButtonsBar() (in module dgbpy.uibokeh) getRunStopButton() (in module dgbpy.uibokeh) getSaveLoc() (in module dgbpy.mlio) getScaledTrainingData() (in module dgbpy.mlapply) getScaledTrainingDataByInfo() (in module dgbpy.mlapply) getScaler() (dgbpy.deeplearning_apply_serverlib.ModelApplier method) (in module dgbpy.dgbscikit) (in module dgbpy.mlapply) getSeed() (in module dgbpy.hdf5) getSizeStr() (in module dgbpy.uikeras) (in module dgbpy.uitorch) getSomeDatasets() (in module dgbpy.mlio) getSpectralGrp() (in module dgbpy.uisklearn) getSVMGrp() (in module dgbpy.uisklearn) getSVMPars() (in module dgbpy.dgbscikit) getTextPayload() (dgbpy.servicemgr.Packet method) getTotalSize() (in module dgbpy.hdf5) getTrack() (dgbpy.uibokeh_well.Well method) getTrainingData() (in module dgbpy.mlio) getTrainingDataByInfo() (in module dgbpy.mlio) getUiClusterMethods() (in module dgbpy.dgbscikit) getUiClusterPars() (in module dgbpy.uisklearn) getUiClusterTypes() (in module dgbpy.dgbscikit) getUiEnsembleTypes() (in module dgbpy.dgbscikit) getUiLinearTypes() (in module dgbpy.dgbscikit) getUiLogTypes() (in module dgbpy.dgbscikit) getUIMLPlatform() (in module dgbpy.dgbkeras) (in module dgbpy.dgbscikit) getUiModelTypes() (in module dgbpy.dgbscikit) (in module dgbpy.uikeras) (in module dgbpy.uitorch) getUiNNKernelTypes() (in module dgbpy.dgbscikit) getUiNNTypes() (in module dgbpy.dgbscikit) getUiParams() (in module dgbpy.uikeras) (in module dgbpy.uisklearn) (in module dgbpy.uitorch) getUiParamsClustering() (in module dgbpy.uisklearn) getUiPars() (in module dgbpy.uikeras) (in module dgbpy.uisklearn) (in module dgbpy.uitorch) getUiScaler() (in module dgbpy.uikeras) (in module dgbpy.uitorch) getUiSolverTypes() (in module dgbpy.dgbscikit) getUiSVMTypes() (in module dgbpy.dgbscikit) getUiTransforms() (in module dgbpy.uikeras) (in module dgbpy.uitorch) getWellInfo() (in module dgbpy.hdf5) getXGDTGrp() (in module dgbpy.uisklearn) getXGRFGrp() (in module dgbpy.uisklearn) GlobalScaler (dgbpy.hdf5.Scaler attribute) globalstdtypestr (in module dgbpy.keystr) go_lbl (in module dgbpy.uibokeh) GridPropertyWidget (class in dgbpy.uibokeh_well)

H

handle_stream() (dgbpy.servicemgr.ServiceMgr method) hasFastprogress() (in module dgbpy.dgbkeras) (in module dgbpy.torch_classes) hasKeras() (in module dgbpy.dgbkeras) hasModel() (dgbpy.deeplearning_apply_serverlib.ModelApplier method) hasOpenCV() (in module dgbpy.transforms) hasScaler() (in module dgbpy.mlio)

hasScikit() (in module dgbpy.dgbscikit) hasTorch() (in module dgbpy.dgbtorch) hasUnlabeled() (in module dgbpy.hdf5) hasValidCubeletShape() (in module dgbpy.dgbkeras) hasXGBoost() (in module dgbpy.dgbscikit) hdf5ext (in module dgbpy.hdf5) hideall() (crossplot.well_tools.MultiWellCrossPlot method)

I

iddictstr (in module dgbpy.keystr) ignore_index() (in module dgbpy.torch_classes) Image (dgbpy.keras_classes.OutputType attribute) (dgbpy.torch_classes.OutputType attribute) info (in module dgbpy.dgb_dgbkeras2onnx) (in module dgbpy.uikeras) (in module dgbpy.uisklearn) (in module dgbpy.uitorch) infodictstr (in module dgbpy.keystr) init_callbacks() (dgbpy.torch_classes.Trainer method) (in module dgbpy.dgbkeras) initial_type (in module dgbpy.dgb_sklearn2onnx) initialize_parameters() (dgbpy.torch_classes.UNet method) initialize_weights() (dgbpy.torch_classes.ResidualBlock method) inlinestr (in module dgbpy.keystr) inlSliceCB() (in module main) inpdata (in module dgbpy.deeplearning_apply-client), [1], [2] inpscalingdictstr (in module dgbpy.keystr) inpscalingvalsdictstr (in module dgbpy.keystr) inpshapedictstr (in module dgbpy.keystr) inpshapestr (in module dgbpy.keystr) input_shape() (dgbpy.dgbonnx.OnnxModel method) inputCount() (in module dgbpy.mlapply) inputCount_() (in module dgbpy.mlapply) inputCountList() (in module dgbpy.mlapply) inputdictstr (in module dgbpy.keystr) integerListContains() (in module dgbpy.uibokeh) interpoldictstr (in module dgbpy.keystr) is_gpu_ready() (in module dgbpy.dgbkeras) is_mixed_precision_compatible() (in module dgbpy.dgbkeras)

is_valid() (dgbpy.keras_classes.DimType class method) (dgbpy.torch_classes.DimType class method) is_version_3() (in module dgbpy.bokehcore) isAborted() (in module dgbpy.uibokeh) isClassification() (in module dgbpy.hdf5) isClassifier() (dgbpy.keras_classes.UserModel static method) (dgbpy.torch_classes.TorchUserModel static method) isCrossValidation() (in module dgbpy.hdf5) isDefaultScaler() (in module dgbpy.hdf5) isImg2Img() (dgbpy.keras_classes.UserModel static method) (dgbpy.torch_classes.TorchUserModel static method) (in module dgbpy.hdf5) isLogInput() (in module dgbpy.hdf5) isLogOutput() (in module dgbpy.hdf5) isModel() (in module dgbpy.hdf5) isMultiLabelRegression() (in module dgbpy.hdf5) isOutType() (dgbpy.keras_classes.UserModel static method) (dgbpy.torch_classes.TorchUserModel static method) isPredType() (dgbpy.keras_classes.UserModel static method) (dgbpy.torch_classes.TorchUserModel static method) isReady() (in module dgbpy.uibokeh) isRegression() (in module dgbpy.hdf5) isRegressor() (dgbpy.keras_classes.UserModel static method) (dgbpy.torch_classes.TorchUserModel static method) isRunning() (in module dgbpy.uibokeh) isSegmentation() (in module dgbpy.hdf5) isSeisClass() (in module dgbpy.hdf5) isSelected() (in module dgbpy.uikeras) (in module dgbpy.uitorch) isVersionAtLeast() (in module dgbpy.dgbscikit)

J

jaccard() (in module dgbpy.torch_classes)

K

keras_dict (in module dgbpy.dgbkeras) keras_infos (in module dgbpy.dgbkeras)

kerasplfnm (in module dgbpy.keystr) kernelChgCB() (in module dgbpy.uisklearn) kerneltypes (in module dgbpy.dgbscikit)

L

lastidy (in module dgbpy.deeplearning_apply-client) layer1ChgCB() (in module dgbpy.uisklearn) layer2ChgCB() (in module dgbpy.uisklearn) layer3ChgCB() (in module dgbpy.uisklearn) layer4ChgCB() (in module dgbpy.uisklearn) le_gr() (dgbpy.torch_classes.EarlyStoppingCallback method) learntypedictstr (in module dgbpy.keystr) lineartypes (in module dgbpy.dgbscikit) linedash2str() (dgbpy.uibokeh_well.LogTrack method) LinePropertyWidget (class in dgbpy.uibokeh_well) linkernel (in module dgbpy.dgbscikit) listify() (in module dgbpy.keystr) load() (in module dgbpy.dgbkeras) (in module dgbpy.dgbonnx) (in module dgbpy.dgbscikit) (in module dgbpy.dgbtorch) load_data() (in module plot_examples) loadCubeCB() (in module main)

local (in module dgbpy.deeplearning_apply-client) (in module dgbpy.deeplearning_apply-server) localstdtypestr (in module dgbpy.keystr) locationdictstr (in module dgbpy.keystr) logclustertypestr (in module dgbpy.keystr) logdictstr (in module dgbpy.keystr) loggrp (in module dgbpy.deeplearning_apply-client) (in module dgbpy.deeplearning_apply-server) (in module dgbpy.mlapplyrun) logidxs() (crossplot.well_data.WellInfo method) logistictypes (in module dgbpy.dgbscikit) loglogtypestr (in module dgbpy.keystr) lognames() (crossplot.well_data.WellInfo method) LogNrOfSamplesCallback (class in dgbpy.dgbkeras) (class in dgbpy.torch_classes) LogTrack (class in dgbpy.uibokeh_well) LogTrackMgr (class in dgbpy.uibokeh_well) LRSchedulerCallback (class in dgbpy.torch_classes) lsock (in module dgbpy.deeplearning_apply-server)

M

mae() (in module dgbpy.torch_classes) main module main() (in module dgbpy.bokehserver) markerdepth() (crossplot.well_data.WellInfo method) markerdepths() (crossplot.well_data.WellInfo method) markernames() (crossplot.well_data.WellInfo method) maxpool_layer() (in module dgbpy.torch_classes) maxstr (in module dgbpy.keystr) Message (class in dgbpy.deeplearning_apply_clientlib) (class in dgbpy.deeplearning_apply_serverlib) (class in dgbpy.servicemgr) mi (in module dgbpy.dgb_sklearn2onnx) MinMaxScaler (class in dgbpy.transforms) (dgbpy.hdf5.Scaler attribute) minmaxtypestr (in module dgbpy.keystr) minstr (in module dgbpy.keystr) mlinpgrp (in module dgbpy.mlio) mlmodels (dgbpy.keras_classes.UserModel attribute) (dgbpy.torch_classes.TorchUserModel attribute) (in module dgbpy.keras_classes) (in module dgbpy.torch_classes) mlsoftkey (in module dgbpy.keystr) mltrlgrp (in module dgbpy.mlio) model() (dgbpy.keras_classes.UserModel method) (dgbpy.torch_classes.TorchUserModel method) model_info() (in module dgbpy.keras_classes) (in module dgbpy.onnx_classes) (in module dgbpy.sklearn_classes) model_info_dict() (in module dgbpy.keras_classes) (in module dgbpy.onnx_classes) (in module dgbpy.sklearn_classes) ModelApplier (class in dgbpy.deeplearning_apply_serverlib) modelChgCB() (in module dgbpy.uisklearn) modelfnm (in module dgbpy.deeplearning_apply-client) modelIdxStr() (in module dgbpy.hdf5) modelNameExists() (in module dgbpy.mlio) modelNameIsFree() (in module dgbpy.mlio) modelnm (in module dgbpy.keystr) modelnmstr (in module dgbpy.keystr) modeloutstr (in module dgbpy.hdf5) module app_hooks crossplot crossplot.config crossplot.main crossplot.well_data crossplot.well_tools dgbpy dgbpy.bokehcore dgbpy.bokehserver dgbpy.deeplearning_apply-client dgbpy.deeplearning_apply-server dgbpy.deeplearning_apply_clientlib dgbpy.deeplearning_apply_serverlib dgbpy.dgb_dgbkeras2onnx dgbpy.dgb_sklearn2onnx dgbpy.dgbkeras dgbpy.dgbonnx dgbpy.dgbscikit dgbpy.dgbtorch dgbpy.hdf5 dgbpy.keras_classes dgbpy.keras_fix dgbpy.keystr dgbpy.mlapply dgbpy.mlapplyrun dgbpy.mlio dgbpy.mlmodel_keras_dGB dgbpy.mlmodel_torch_dGB dgbpy.onnx_classes dgbpy.servicemgr dgbpy.sklearn_classes dgbpy.torch_classes dgbpy.transforms dgbpy.uibokeh dgbpy.uibokeh_well dgbpy.uikeras dgbpy.uisklearn dgbpy.uitorch main plot_examples trainui

mse_criterion (in module dgbpy.dgbscikit) MsgHandler (class in trainui) MulitWellSelector (class in crossplot.well_tools) MultiWellCrossPlot (class in crossplot.well_tools) MultiWellLogSelector (class in crossplot.well_tools) MyParser (class in dgbpy.dgb_dgbkeras2onnx)

N

n_cpu (in module dgbpy.dgbscikit) name (dgbpy.torch_classes.Callback property) namedictstr (in module dgbpy.keystr) names() (crossplot.well_data.WellInfo method) ndimstr (in module dgbpy.keystr) need_channels_last() (in module dgbpy.dgbkeras) Net (class in dgbpy.torch_classes) netgrp (in module dgbpy.deeplearning_apply-client) (in module dgbpy.deeplearning_apply-server) nfeatures (in module dgbpy.dgb_sklearn2onnx) nladbdirid (in module dgbpy.mlio) nntypes (in module dgbpy.dgbscikit) Normalization (class in dgbpy.transforms) (dgbpy.hdf5.Scaler attribute) normalize_class_vector() (in module dgbpy.mlio)

normalizetypestr (in module dgbpy.keystr) nrattribs (in module dgbpy.deeplearning_apply-client) nrlines_in (in module dgbpy.deeplearning_apply-client) nrlines_out (in module dgbpy.deeplearning_apply-client) nroutdictstr (in module dgbpy.keystr) nrrepeats (in module dgbpy.deeplearning_apply-client) nrtrcs (in module dgbpy.deeplearning_apply-client) nrtrcs_in (in module dgbpy.deeplearning_apply-client) nrtrcs_out (in module dgbpy.deeplearning_apply-client) nrz_in (in module dgbpy.deeplearning_apply-client) nrz_out (in module dgbpy.deeplearning_apply-client) ntest (in module dgbpy.dgb_sklearn2onnx) num_inputs() (dgbpy.dgbonnx.OnnxModel method) Numpy2tensor() (in module dgbpy.torch_classes) numpyApply() (in module dgbpy.mlapply) numpyvalstr (in module dgbpy.keystr)

O

odappl (in module dgbpy.mlapplyrun) odsetBoolValue() (in module dgbpy.hdf5) on_apply() (crossplot.well_tools.MultiWellCrossPlot method) on_botmarker_chg() (crossplot.well_tools.DepthRangeSelector method) on_color_select() (crossplot.well_tools.MultiWellCrossPlot method) on_depthfilter() (crossplot.well_tools.MultiWellCrossPlot method) on_depthsel_chg() (crossplot.well_tools.MultiWellCrossPlot method) on_epoch_begin() (dgbpy.dgbkeras.BokehProgressCallback method) (dgbpy.dgbkeras.ProgressBarCallback method) (dgbpy.dgbkeras.ProgressNoBarCallback method) (dgbpy.dgbkeras.TransformCallback method) on_epoch_end() (dgbpy.dgbkeras.BokehProgressCallback method) (dgbpy.dgbkeras.ProgressBarCallback method) (dgbpy.dgbkeras.ProgressNoBarCallback method) (dgbpy.keras_classes.TrainingSequence method) on_server_loaded() (in module app_hooks) on_test_batch_begin() (dgbpy.dgbkeras.BokehProgressCallback method) on_test_batch_end() (dgbpy.dgbkeras.BokehProgressCallback method) (dgbpy.dgbkeras.ProgressBarCallback method) on_test_begin() (dgbpy.dgbkeras.ProgressBarCallback method) on_topmarker_chg() (crossplot.well_tools.DepthRangeSelector method) on_train_batch_begin() (dgbpy.dgbkeras.BokehProgressCallback method) on_train_batch_end() (dgbpy.dgbkeras.BokehProgressCallback method) (dgbpy.dgbkeras.ProgressBarCallback method) on_train_begin() (dgbpy.dgbkeras.BokehProgressCallback method) (dgbpy.dgbkeras.LogNrOfSamplesCallback method) (dgbpy.dgbkeras.ProgressBarCallback method) (dgbpy.dgbkeras.ProgressNoBarCallback method) on_train_begin_chunk() (dgbpy.dgbkeras.BokehProgressCallback method) on_train_begin_fold() (dgbpy.dgbkeras.BokehProgressCallback method) (dgbpy.dgbkeras.LogNrOfSamplesCallback method) on_train_end() (dgbpy.dgbkeras.ProgressBarCallback method)

on_well_select() (crossplot.well_tools.MultiWellCrossPlot method) one_batch() (dgbpy.torch_classes.Trainer method) onnx_from_sklearn() (in module dgbpy.dgbscikit) onnx_from_torch() (in module dgbpy.dgbtorch) onnx_predict (in module dgbpy.dgb_sklearn2onnx) onnxcpustr (in module dgbpy.keystr) onnxcudastr (in module dgbpy.keystr) OnnxModel (class in dgbpy.dgbonnx) onnxplfnm (in module dgbpy.keystr) OnnxScikitModel (class in dgbpy.sklearn_classes) OnnxTorchModel (class in dgbpy.torch_classes) onx (in module dgbpy.dgb_sklearn2onnx) OutputType (class in dgbpy.keras_classes) (class in dgbpy.torch_classes) outputunscaledictstr (in module dgbpy.keystr) outshapedictstr (in module dgbpy.keystr) outshapestr (in module dgbpy.keystr) outtype (dgbpy.mlmodel_keras_dGB.dGB_LeNet_Classifier attribute) (dgbpy.mlmodel_keras_dGB.dGB_LeNet_Regressor attribute) (dgbpy.mlmodel_keras_dGB.dGB_UnetReg attribute) (dgbpy.mlmodel_keras_dGB.dGB_UNetReg_VGG19 attribute) (dgbpy.mlmodel_keras_dGB.dGB_UnetSeg attribute) (dgbpy.mlmodel_keras_dGB.dGB_UNetSeg_VGG19 attribute) (dgbpy.mlmodel_torch_dGB.dGB_LeNet_Classifier attribute) (dgbpy.mlmodel_torch_dGB.dGB_LeNet_Regressor attribute) (dgbpy.mlmodel_torch_dGB.dGB_ResNet18 attribute) (dgbpy.mlmodel_torch_dGB.dGB_Simple_Net_Classifier attribute) (dgbpy.mlmodel_torch_dGB.dGB_Simple_Net_Regressor attribute) (dgbpy.mlmodel_torch_dGB.dGB_UnetReg attribute) (dgbpy.mlmodel_torch_dGB.dGB_UNetReg_VGG19 attribute) (dgbpy.mlmodel_torch_dGB.dGB_UnetSeg attribute) (dgbpy.mlmodel_torch_dGB.dGB_UNetSeg_VGG19 attribute)

P

Packet (class in dgbpy.servicemgr) palettelist (in module main) panel() (dgbpy.uibokeh.ProgBar method) parent_bar (in module dgbpy.uibokeh) parent_proc_checker (in module dgbpy.bokehserver) parentproc (in module dgbpy.deeplearning_apply-server) pars (in module dgbpy.deeplearning_apply-client) parseAddress() (dgbpy.servicemgr.Message method) parser (in module dgbpy.deeplearning_apply-client) (in module dgbpy.deeplearning_apply-server) (in module dgbpy.dgb_dgbkeras2onnx) (in module dgbpy.dgb_sklearn2onnx) (in module dgbpy.mlapplyrun) passModuleCheck() (dgbpy.transforms.TransformCompose method) pathdictstr (in module dgbpy.keystr) pause_lbl (in module dgbpy.uibokeh) pauseResumeCB() (in module dgbpy.uibokeh) percentage() (in module dgbpy.uibokeh) Pixel (dgbpy.keras_classes.OutputType attribute) (dgbpy.torch_classes.OutputType attribute) platform (in module dgbpy.dgbkeras) (in module dgbpy.dgbscikit) (in module dgbpy.dgbtorch) plfdictstr (in module dgbpy.keystr) plot() (in module dgbpy.dgbkeras) PLOT_CRS (in module crossplot.config) plot_examples module plot_slices() (in module plot_examples) postprocess() (dgbpy.deeplearning_apply_serverlib.ModelApplier method) ppid (in module dgbpy.deeplearning_apply-server) pred_onx (in module dgbpy.dgb_sklearn2onnx) preddictstr (in module dgbpy.keystr) predict() (dgbpy.sklearn_classes.OnnxScikitModel method) predict_proba() (dgbpy.sklearn_classes.OnnxScikitModel method)

predtype (dgbpy.mlmodel_keras_dGB.dGB_LeNet_Classifier attribute) (dgbpy.mlmodel_keras_dGB.dGB_LeNet_Regressor attribute) (dgbpy.mlmodel_keras_dGB.dGB_UnetReg attribute) (dgbpy.mlmodel_keras_dGB.dGB_UNetReg_VGG19 attribute) (dgbpy.mlmodel_keras_dGB.dGB_UnetSeg attribute) (dgbpy.mlmodel_keras_dGB.dGB_UNetSeg_VGG19 attribute) (dgbpy.mlmodel_torch_dGB.dGB_LeNet_Classifier attribute) (dgbpy.mlmodel_torch_dGB.dGB_LeNet_Regressor attribute) (dgbpy.mlmodel_torch_dGB.dGB_ResNet18 attribute) (dgbpy.mlmodel_torch_dGB.dGB_Simple_Net_Classifier attribute) (dgbpy.mlmodel_torch_dGB.dGB_Simple_Net_Regressor attribute) (dgbpy.mlmodel_torch_dGB.dGB_UnetReg attribute) (dgbpy.mlmodel_torch_dGB.dGB_UNetReg_VGG19 attribute) (dgbpy.mlmodel_torch_dGB.dGB_UnetSeg attribute) (dgbpy.mlmodel_torch_dGB.dGB_UNetSeg_VGG19 attribute) prefercpustr (in module dgbpy.keystr) preprocess() (dgbpy.deeplearning_apply_serverlib.ModelApplier method) probadictstr (in module dgbpy.keystr) process_events() (dgbpy.deeplearning_apply_clientlib.Message method) (dgbpy.deeplearning_apply_serverlib.Message method) process_jsonheader() (dgbpy.deeplearning_apply_clientlib.Message method) (dgbpy.deeplearning_apply_serverlib.Message method) process_odheader() (dgbpy.deeplearning_apply_serverlib.Message method) process_protoheader() (dgbpy.deeplearning_apply_clientlib.Message method) process_request() (dgbpy.deeplearning_apply_serverlib.Message method) process_response() (dgbpy.deeplearning_apply_clientlib.Message method) proclog_logger (in module crossplot.main) (in module crossplot.well_tools) (in module main) ProcMonitor (class in dgbpy.bokehserver) ProgBar (class in dgbpy.uibokeh) ProgressBarCallback (class in dgbpy.dgbkeras) (class in dgbpy.torch_classes) ProgressNoBarCallback (class in dgbpy.dgbkeras) ProgState (class in dgbpy.uibokeh)

Q

queue_request() (dgbpy.deeplearning_apply_clientlib.Message method)

R

rangedictstr (in module dgbpy.keystr) re_plot() (in module main) read() (dgbpy.deeplearning_apply_clientlib.Message method) (dgbpy.deeplearning_apply_serverlib.Message method) Ready (dgbpy.uibokeh.ProgState attribute) reformat() (in module dgbpy.mlapply) reformat_str() (in module dgbpy.torch_classes) regmltypes (in module dgbpy.dgbscikit) remove_cbs() (dgbpy.torch_classes.Trainer method) req_connection() (in module dgbpy.deeplearning_apply-client) res_keras (in module dgbpy.dgb_dgbkeras2onnx) res_onnx (in module dgbpy.dgb_dgbkeras2onnx)

reset() (dgbpy.torch_classes.AvgStats method) (dgbpy.uibokeh.ProgBar method) ResidualBlock (class in dgbpy.torch_classes) ResNet18() (in module dgbpy.mlmodel_torch_dGB) resume_lbl (in module dgbpy.uibokeh) reversestr (in module dgbpy.keystr) rm_tree() (in module dgbpy.hdf5) root_mean_squared_error() (in module dgbpy.mlmodel_keras_dGB) Rotate (class in dgbpy.transforms) row() (in module dgbpy.bokehcore) Running (dgbpy.uibokeh.ProgState attribute) RunState (in module dgbpy.uibokeh)

S

save() (in module dgbpy.dgbkeras) (in module dgbpy.dgbscikit) (in module dgbpy.dgbtorch) saveModel() (in module dgbpy.mlio) savetypes (in module dgbpy.dgbscikit) (in module dgbpy.dgbtorch) scale() (in module dgbpy.dgbscikit) scale_transforms (in module dgbpy.transforms) scaledictstr (in module dgbpy.keystr) Scaler (class in dgbpy.hdf5) ScaleTransform (class in dgbpy.transforms) scikit_dict (in module dgbpy.dgbscikit) scikitplfnm (in module dgbpy.keystr) seeddictstr (in module dgbpy.keystr) Segmentation (dgbpy.keras_classes.DataPredType attribute) (dgbpy.torch_classes.DataPredType attribute) segmentdictstr (in module dgbpy.keystr) segmenttypestr (in module dgbpy.keystr) seisclasstypestr (in module dgbpy.keystr) seisimgtoimgtypestr (in module dgbpy.keystr) seisproptypestr (in module dgbpy.keystr) sel (in module dgbpy.deeplearning_apply-client) (in module dgbpy.deeplearning_apply-server) select_wells() (crossplot.well_tools.ColorSelector method) (crossplot.well_tools.DepthRangeSelector method) (crossplot.well_tools.MulitWellSelector method) (crossplot.well_tools.MultiWellCrossPlot method) (crossplot.well_tools.MultiWellLogSelector method) sendEvent() (dgbpy.servicemgr.Message method) sendEventToAddress() (dgbpy.servicemgr.Message method) sendmsg() (trainui.MsgHandler method) sendObject() (dgbpy.servicemgr.Message method) (dgbpy.servicemgr.ServiceMgr method) sendObjectToAddress() (dgbpy.servicemgr.Message method) servercmd (in module dgbpy.deeplearning_apply-client) serverproc (in module dgbpy.deeplearning_apply-client) ServiceMgr (class in dgbpy.servicemgr) servscriptfp (in module dgbpy.deeplearning_apply-client) sess (in module dgbpy.dgb_dgbkeras2onnx) (in module dgbpy.dgb_sklearn2onnx) set() (dgbpy.uibokeh.ProgBar method) set_augment_mthds() (in module dgbpy.uibokeh) set_chunk() (dgbpy.dgbtorch.ChunkedDataLoader method) (dgbpy.keras_classes.TrainingSequence method) (dgbpy.torch_classes.TestDatasetClass method) (dgbpy.torch_classes.TrainDatasetClass method) set_compute_device() (in module dgbpy.dgbkeras) (in module dgbpy.dgbtorch)

set_fold() (dgbpy.dgbtorch.ChunkedDataLoader method) (dgbpy.keras_classes.TrainingSequence method) (dgbpy.torch_classes.TestDatasetClass method) (dgbpy.torch_classes.TrainDatasetClass method) set_metrics() (dgbpy.torch_classes.Trainer method) set_multiplier() (dgbpy.transforms.Flip method) (dgbpy.transforms.TransformCompose method) set_params() (dgbpy.transforms.TransformCompose method) set_pb() (dgbpy.torch_classes.ProgressBarCallback method) set_runner() (dgbpy.torch_classes.Callback method) set_status() (dgbpy.uibokeh.TrainStatusUI method) set_transform_seed() (dgbpy.dgbtorch.ChunkedDataLoader method) (dgbpy.keras_classes.TrainingSequence method) (dgbpy.torch_classes.TrainDatasetClass method) set_transforms() (dgbpy.torch_classes.TrainDatasetClass method) set_uniform_generator_seed() (dgbpy.transforms.TransformCompose method) setActiveTab() (in module dgbpy.uibokeh) setDepthView() (dgbpy.uibokeh_well.Well method) setIsNewRequest() (dgbpy.servicemgr.Packet method) setLogLimits() (dgbpy.uibokeh_well.Well method) setOutputs() (dgbpy.deeplearning_apply_serverlib.ModelApplier method) setPaused() (in module dgbpy.uibokeh) setProgValue() (in module dgbpy.uibokeh) setReady() (in module dgbpy.uibokeh) setResumed() (in module dgbpy.uibokeh) setRunning() (in module dgbpy.uibokeh) setTabFromButton() (in module dgbpy.uibokeh) setTextPayload() (dgbpy.servicemgr.Packet method) shape (in module dgbpy.deeplearning_apply-client) shape_computation() (dgbpy.torch_classes.ResidualBlock method) signal_handler() (in module dgbpy.deeplearning_apply-server) sk_predict (in module dgbpy.dgb_sklearn2onnx) skl_model (in module dgbpy.dgb_sklearn2onnx) solvertypes (in module dgbpy.dgbscikit) split() (in module dgbpy.mlapply) StandardScaler (class in dgbpy.transforms) (dgbpy.hdf5.Scaler attribute) start (in module dgbpy.deeplearning_apply-client) start() (dgbpy.bokehserver.ProcMonitor method) startBarUpdateCB() (in module dgbpy.uibokeh) StartBokehServer() (in module dgbpy.bokehserver) Started (dgbpy.uibokeh.ProgState attribute) startStopCB() (in module dgbpy.uibokeh) stop_lbl (in module dgbpy.uibokeh) Success (dgbpy.uibokeh.TrainStatus attribute) survChgCB() (in module main) surveydictstr (in module dgbpy.keystr) svmtypes (in module dgbpy.dgbscikit)

T

targetdictstr (in module dgbpy.keystr) Tensor2Numpy() (in module dgbpy.torch_classes) TensorBoardLogCallback (class in dgbpy.torch_classes) TestDatasetClass (class in dgbpy.torch_classes) timer (in module dgbpy.deeplearning_apply-server) timerCB() (in module dgbpy.deeplearning_apply-server) (in module dgbpy.uibokeh) timerkey (in module dgbpy.uibokeh) torch_dict (in module dgbpy.dgbtorch) torch_infos (in module dgbpy.dgbtorch) torchplfnm (in module dgbpy.keystr) TorchUserModel (class in dgbpy.torch_classes) tot_cpu (in module dgbpy.dgbscikit) train() (in module dgbpy.dgbkeras) (in module dgbpy.dgbscikit) (in module dgbpy.dgbtorch) train_fn() (dgbpy.torch_classes.Trainer method) TrainDatasetClass (class in dgbpy.torch_classes) traindictstr (in module dgbpy.keystr) Trainer (class in dgbpy.torch_classes) TrainEvalCallback (class in dgbpy.torch_classes) TrainingSequence (class in dgbpy.keras_classes) trainseldicstr (in module dgbpy.keystr) TrainStatus (class in dgbpy.uibokeh) TrainStatusUI (class in dgbpy.uibokeh) TrainType (in module dgbpy.mlapply) trainui module transfer() (in module dgbpy.dgbkeras) (in module dgbpy.dgbtorch) transform() (dgbpy.transforms.BaseTransform method) (dgbpy.transforms.Flip method) (dgbpy.transforms.FlipPolarity method) (dgbpy.transforms.GaussianNoise method) (dgbpy.transforms.MinMaxScaler method) (dgbpy.transforms.Normalization method) (dgbpy.transforms.Rotate method) (dgbpy.transforms.StandardScaler method) (dgbpy.transforms.Translate method) (in module dgbpy.dgbscikit) (in module dgbpy.mlapply)

transform_2d() (dgbpy.transforms.Rotate method) transform_3d() (dgbpy.transforms.Rotate method) transform_init() (dgbpy.keras_classes.TrainingSequence method) transform_label() (dgbpy.transforms.BaseTransform method) (dgbpy.transforms.Flip method) (dgbpy.transforms.FlipPolarity method) (dgbpy.transforms.GaussianNoise method) (dgbpy.transforms.Rotate method) (dgbpy.transforms.ScaleTransform method) (dgbpy.transforms.Translate method) transform_pars() (dgbpy.transforms.Flip method) transformBack() (in module dgbpy.dgbscikit) TransformCallback (class in dgbpy.dgbkeras) (class in dgbpy.torch_classes) TransformCompose (class in dgbpy.transforms) transformer() (dgbpy.torch_classes.TestDatasetClass method) transformLabel() (dgbpy.transforms.TransformCompose method) TransformMultiplier (class in dgbpy.transforms) Translate (class in dgbpy.transforms) translateFnm() (in module dgbpy.hdf5) trcrg (in module dgbpy.deeplearning_apply-client) typestr (in module dgbpy.keystr)

U

uidescription (dgbpy.mlmodel_keras_dGB.dGB_LeNet_Classifier attribute) (dgbpy.mlmodel_keras_dGB.dGB_LeNet_Regressor attribute) (dgbpy.mlmodel_keras_dGB.dGB_UnetReg attribute) (dgbpy.mlmodel_keras_dGB.dGB_UNetReg_VGG19 attribute) (dgbpy.mlmodel_keras_dGB.dGB_UnetSeg attribute) (dgbpy.mlmodel_keras_dGB.dGB_UNetSeg_VGG19 attribute) (dgbpy.mlmodel_torch_dGB.dGB_LeNet_Classifier attribute) (dgbpy.mlmodel_torch_dGB.dGB_LeNet_Regressor attribute) (dgbpy.mlmodel_torch_dGB.dGB_ResNet18 attribute) (dgbpy.mlmodel_torch_dGB.dGB_Simple_Net_Classifier attribute) (dgbpy.mlmodel_torch_dGB.dGB_Simple_Net_Regressor attribute) (dgbpy.mlmodel_torch_dGB.dGB_UnetReg attribute) (dgbpy.mlmodel_torch_dGB.dGB_UNetReg_VGG19 attribute) (dgbpy.mlmodel_torch_dGB.dGB_UnetSeg attribute) (dgbpy.mlmodel_torch_dGB.dGB_UNetSeg_VGG19 attribute) uiname (dgbpy.mlmodel_keras_dGB.dGB_LeNet_Classifier attribute) (dgbpy.mlmodel_keras_dGB.dGB_LeNet_Regressor attribute) (dgbpy.mlmodel_keras_dGB.dGB_UnetReg attribute) (dgbpy.mlmodel_keras_dGB.dGB_UNetReg_VGG19 attribute) (dgbpy.mlmodel_keras_dGB.dGB_UnetSeg attribute) (dgbpy.mlmodel_keras_dGB.dGB_UNetSeg_VGG19 attribute) (dgbpy.mlmodel_torch_dGB.dGB_LeNet_Classifier attribute) (dgbpy.mlmodel_torch_dGB.dGB_LeNet_Regressor attribute) (dgbpy.mlmodel_torch_dGB.dGB_ResNet18 attribute) (dgbpy.mlmodel_torch_dGB.dGB_Simple_Net_Classifier attribute) (dgbpy.mlmodel_torch_dGB.dGB_Simple_Net_Regressor attribute) (dgbpy.mlmodel_torch_dGB.dGB_UnetReg attribute) (dgbpy.mlmodel_torch_dGB.dGB_UNetReg_VGG19 attribute) (dgbpy.mlmodel_torch_dGB.dGB_UnetSeg attribute) (dgbpy.mlmodel_torch_dGB.dGB_UNetSeg_VGG19 attribute)

uinoplfm (class in trainui) UNet (class in dgbpy.torch_classes) UNet_VGG19 (class in dgbpy.torch_classes) UNet_VGG19() (in module dgbpy.mlmodel_keras_dGB) unnormalize_class_vector() (in module dgbpy.mlio) unscale() (in module dgbpy.dgbscikit) unscaleOutput() (in module dgbpy.hdf5) UpBlock (class in dgbpy.torch_classes) update_axes() (crossplot.well_tools.MultiWellCrossPlot method) updateModelShape() (in module dgbpy.dgbkeras) updateScaleInfo() (in module dgbpy.hdf5) use_copy_method() (dgbpy.transforms.TransformCompose method) use_mixed_precision() (in module dgbpy.dgbkeras) UserModel (class in dgbpy.keras_classes)

V

validdictstr (in module dgbpy.keystr) validInfo() (in module dgbpy.hdf5) valuestr (in module dgbpy.keystr) version (in module dgbpy.bokehcore)

versiondictstr (in module dgbpy.keystr) versionstr (in module dgbpy.keystr) visible() (dgbpy.uibokeh.ProgBar method) (dgbpy.uibokeh.TrainStatusUI method) (dgbpy.uibokeh_well.GridPropertyWidget method)

W

weight_init() (dgbpy.torch_classes.UNet static method) Well (class in dgbpy.uibokeh_well) WellCrossplotData (class in crossplot.well_data) WellInfo (class in crossplot.well_data) widget_margin (in module dgbpy.uibokeh)

withtensorboard (in module dgbpy.dgbkeras) (in module dgbpy.dgbtorch) withunlabeleddictstr (in module dgbpy.keystr) withunlabeledstr (in module dgbpy.keystr) write() (dgbpy.deeplearning_apply_clientlib.Message method) (dgbpy.deeplearning_apply_serverlib.Message method)

X

X (in module dgbpy.dgb_sklearn2onnx) xdatadictstr (in module dgbpy.keystr)

xgboostjson (in module dgbpy.dgbscikit) xtraindictstr (in module dgbpy.keystr) xvaliddictstr (in module dgbpy.keystr)

Y

ydatadictstr (in module dgbpy.keystr) ypreddictstr (in module dgbpy.keystr)

ytraindictstr (in module dgbpy.keystr) yvaliddictstr (in module dgbpy.keystr)

Z

zoomFactorCB() (in module main)

zSliceCB() (in module main) zstepdictstr (in module dgbpy.keystr)