Path	Lines of Code
CONTRIBUTING.md	4
Documentation/CNTK-TechReport/lyx/references.bib	2448
Documentation/Documents/External Buffer Behavior.md	51
Documentation/Documents/Model Editing Language.md	472
Documentation/Documents/Network Description Language.md	517
Documentation/current_iteration.md	14
Examples/1stSteps/LogisticRegression_FunctionalAPI.py	35
Examples/1stSteps/LogisticRegression_GraphAPI.py	44
Examples/1stSteps/MNIST_Complex_Training.py	81
Examples/Evaluation/CNTKAzureTutorial01/CNTKAzureTutorial01/App_Start/SwaggerConfig.cs	24
Examples/Evaluation/CNTKAzureTutorial01/CNTKAzureTutorial01/App_Start/WebApiConfig.cs	19
Examples/Evaluation/CNTKAzureTutorial01/CNTKAzureTutorial01/CNTKAzureTutorial01.csproj	162
Examples/Evaluation/CNTKAzureTutorial01/CNTKAzureTutorial01/Controllers/ValuesController.cs	97
Examples/Evaluation/CNTKAzureTutorial01/CNTKAzureTutorial01/Global.asax	1
Examples/Evaluation/CNTKAzureTutorial01/CNTKAzureTutorial01/Global.asax.cs	18
Examples/Evaluation/CNTKAzureTutorial01/CNTKAzureTutorial01/Project_Readme.html	115
Examples/Evaluation/CNTKAzureTutorial01/CNTKAzureTutorial01/Properties/AssemblyInfo.cs	15
Examples/Evaluation/CNTKLibraryCPPEvalCPUOnlyExamples/CNTKLibraryCPPEvalCPUOnlyExamples.cpp	27
Examples/Evaluation/CNTKLibraryCPPEvalCPUOnlyExamples/CNTKLibraryCPPEvalCPUOnlyExamples.vcxproj	113
Examples/Evaluation/CNTKLibraryCPPEvalCPUOnlyExamples/CNTKLibraryCPPEvalCPUOnlyExamples.vcxproj.filters	28
Examples/Evaluation/CNTKLibraryCPPEvalCPUOnlyExamples/CNTKLibraryCPPEvalExamples.cpp	404
Examples/Evaluation/CNTKLibraryCPPEvalGPUExamples/CNTKLibraryCPPEvalGPUExamples.cpp	34
Examples/Evaluation/CNTKLibraryCPPEvalGPUExamples/CNTKLibraryCPPEvalGPUExamples.vcxproj	115
Examples/Evaluation/CNTKLibraryCPPEvalGPUExamples/CNTKLibraryCPPEvalGPUExamples.vcxproj.filters	28
Examples/Evaluation/CNTKLibraryCSEvalCPUOnlyExamples/CNTKExtensions.cs	13
Examples/Evaluation/CNTKLibraryCSEvalCPUOnlyExamples/CNTKLibraryCSEvalCPUOnlyExamples.csproj	72
Examples/Evaluation/CNTKLibraryCSEvalCPUOnlyExamples/CNTKLibraryCSEvalExamples.cs	620
Examples/Evaluation/CNTKLibraryCSEvalCPUOnlyExamples/Program.cs	26
Examples/Evaluation/CNTKLibraryCSEvalCPUOnlyExamples/Properties/AssemblyInfo.cs	15
Examples/Evaluation/CNTKLibraryCSEvalGPUExamples/CNTKLibraryCSEvalGPUExamples.csproj	78
Examples/Evaluation/CNTKLibraryCSEvalGPUExamples/Program.cs	37
Examples/Evaluation/CNTKLibraryCSEvalGPUExamples/Properties/AssemblyInfo.cs	15
Examples/Evaluation/ImageExtension/CNTKImageProcessing.cs	79
Examples/Evaluation/LegacyEvalDll/CPPEvalClient/CPPEvalClient.cpp	79
Examples/Evaluation/LegacyEvalDll/CPPEvalClient/CPPEvalClient.vcxproj	121
Examples/Evaluation/LegacyEvalDll/CPPEvalClient/CPPEvalClient.vcxproj.filters	25
Examples/Evaluation/LegacyEvalDll/CPPEvalExtendedClient/CPPEvalExtendedClient.cpp	231
Examples/Evaluation/LegacyEvalDll/CPPEvalExtendedClient/CPPEvalExtendedClient.vcxproj	119
Examples/Evaluation/LegacyEvalDll/CPPEvalExtendedClient/CPPEvalExtendedClient.vcxproj.filters	25
Examples/Evaluation/LegacyEvalDll/CSEvalClient/CSEvalClient.csproj	100
Examples/Evaluation/LegacyEvalDll/CSEvalClient/ModelEvaluator.cs	103
Examples/Evaluation/LegacyEvalDll/CSEvalClient/Program.cs	382
Examples/Evaluation/LegacyEvalDll/CSEvalClient/Properties/AssemblyInfo.cs	15
Examples/Evaluation/LegacyEvalDll/EvalDll_AzureTutorial/EvalDll_AzureTutorial/App_Start/SwaggerConfig.cs	24
Examples/Evaluation/LegacyEvalDll/EvalDll_AzureTutorial/EvalDll_AzureTutorial/App_Start/WebApiConfig.cs	19
Examples/Evaluation/LegacyEvalDll/EvalDll_AzureTutorial/EvalDll_AzureTutorial/Controllers/ValuesController.cs	88
Examples/Evaluation/LegacyEvalDll/EvalDll_AzureTutorial/EvalDll_AzureTutorial/EvalDll_AzureTutorial.csproj	160
Examples/Evaluation/LegacyEvalDll/EvalDll_AzureTutorial/EvalDll_AzureTutorial/Global.asax	1
Examples/Evaluation/LegacyEvalDll/EvalDll_AzureTutorial/EvalDll_AzureTutorial/Global.asax.cs	18
Examples/Evaluation/LegacyEvalDll/EvalDll_AzureTutorial/EvalDll_AzureTutorial/Project_Readme.html	115
Examples/Evaluation/LegacyEvalDll/EvalDll_AzureTutorial/EvalDll_AzureTutorial/Properties/AssemblyInfo.cs	15
Examples/Evaluation/README.md	26
Examples/Evaluation/UWPImageRecognition/App/App.xaml	7
Examples/Evaluation/UWPImageRecognition/App/App.xaml.cs	48
Examples/Evaluation/UWPImageRecognition/App/GenerateTemporaryKey.cmd	20
Examples/Evaluation/UWPImageRecognition/App/ImageRecognitionApp.csproj	102
Examples/Evaluation/UWPImageRecognition/App/ImageRecognizerDriver.cs	105
Examples/Evaluation/UWPImageRecognition/App/MainPage.xaml	26
Examples/Evaluation/UWPImageRecognition/App/MainPage.xaml.cs	38
Examples/Evaluation/UWPImageRecognition/App/Properties/AssemblyInfo.cs	14
Examples/Evaluation/UWPImageRecognition/App/Properties/Default.rd.xml	5
Examples/Evaluation/UWPImageRecognition/App/project.json	16
Examples/Evaluation/UWPImageRecognition/ImageRecognizerLib/CNTKImageRecognizer.cpp	80
Examples/Evaluation/UWPImageRecognition/ImageRecognizerLib/CNTKImageRecognizer.h	21
Examples/Evaluation/UWPImageRecognition/ImageRecognizerLib/ImageRecognizerLib.vcxproj	114
Examples/Evaluation/UWPImageRecognition/ImageRecognizerLib/ImageRecognizerLib.vcxproj.filters	21
Examples/Evaluation/UWPImageRecognition/ImageRecognizerLib/pch.cpp	1
Examples/Evaluation/UWPImageRecognition/ImageRecognizerLib/pch.h	11
Examples/Evaluation/UWPImageRecognition/ImageRecognizerLib/utils.inl	39
Examples/Extensibility/BinaryConvolution/binary_convnet.py	79
Examples/Extensibility/BinaryConvolution/custom_convolution_ops.py	175
Examples/Extensibility/CPP/CPPExtensibilityExamples.vcxproj	123
Examples/Extensibility/CPP/CPPExtensibilityExamples.vcxproj.filters	27
Examples/Extensibility/CPP/Main.cpp	61
Examples/Extensibility/CPP/UserMatrixMultiplicationOp.h	103
Examples/Extensibility/CPPLib/CPPExtensibilityExamplesLibrary.cpp	10
Examples/Extensibility/CPPLib/CPPExtensibilityExamplesLibrary.vcxproj	119
Examples/Extensibility/CPPLib/CPPExtensibilityExamplesLibrary.vcxproj.filters	27
Examples/Extensibility/ProposalLayer/ProposalLayerLib/NmsUtils.h	29
Examples/Extensibility/ProposalLayer/ProposalLayerLib/ProposalLayerLib.cpp	10
Examples/Extensibility/ProposalLayer/ProposalLayerLib/ProposalLayerLib.h	168
Examples/Extensibility/ProposalLayer/ProposalLayerLib/ProposalLayerLib.vcxproj	122
Examples/Extensibility/ProposalLayer/ProposalLayerLib/ProposalLayerLib.vcxproj.filters	36
Examples/Extensibility/ProposalLayer/ProposalLayerLib/Rectangle2D.h	46
Examples/Extensibility/ProposalLayer/ProposalLayerLib/RpnUtils.h	68
Examples/Extensibility/ProposalLayer/native_proposal_layer.py	50
Examples/Image/Classification/AlexNet/BrainScript/README.md	6
Examples/Image/Classification/AlexNet/Python/AlexNet_ImageNet_Distributed.py	178
Examples/Image/Classification/AlexNet/Python/README.md	7
Examples/Image/Classification/AlexNet/README.md	18
Examples/Image/Classification/ConvNet/BrainScript/README.md	22
Examples/Image/Classification/ConvNet/Python/ConvNetLRN_CIFAR10_DataAug.py	107
Examples/Image/Classification/ConvNet/Python/ConvNet_CIFAR10.py	87
Examples/Image/Classification/ConvNet/Python/ConvNet_CIFAR10_DataAug.py	121
Examples/Image/Classification/ConvNet/Python/ConvNet_CIFAR10_DataAug_Distributed.py	168
Examples/Image/Classification/ConvNet/Python/ConvNet_MNIST.py	78
Examples/Image/Classification/ConvNet/Python/README.md	29
Examples/Image/Classification/ConvNet/README.md	16
Examples/Image/Classification/GoogLeNet/BN-Inception/BrainScript/README.md	11
Examples/Image/Classification/GoogLeNet/BN-Inception/Python/BN_Inception.py	72
Examples/Image/Classification/GoogLeNet/BN-Inception/Python/BN_Inception_CIFAR10.py	172
Examples/Image/Classification/GoogLeNet/BN-Inception/Python/BN_Inception_CIFAR10_Distributed.py	122
Examples/Image/Classification/GoogLeNet/BN-Inception/Python/BN_Inception_ImageNet.py	172
Examples/Image/Classification/GoogLeNet/BN-Inception/Python/BN_Inception_ImageNet_Distributed.py	117
Examples/Image/Classification/GoogLeNet/BN-Inception/Python/README.md	31
Examples/Image/Classification/GoogLeNet/BN-Inception/README.md	16
Examples/Image/Classification/GoogLeNet/Inception-ResNet-V1/BrainScript/README.md	12
Examples/Image/Classification/GoogLeNet/Inception-ResNet-V1/README.md	15
Examples/Image/Classification/GoogLeNet/InceptionV3/BrainScript/README.md	12
Examples/Image/Classification/GoogLeNet/InceptionV3/Python/InceptionV3.py	101
Examples/Image/Classification/GoogLeNet/InceptionV3/Python/InceptionV3_ImageNet.py	162
Examples/Image/Classification/GoogLeNet/InceptionV3/Python/InceptionV3_ImageNet_Distributed.py	106
Examples/Image/Classification/GoogLeNet/InceptionV3/Python/README.md	16
Examples/Image/Classification/GoogLeNet/InceptionV3/README.md	16
Examples/Image/Classification/GoogLeNet/README.md	19
Examples/Image/Classification/MLP/Python/SimpleMNIST.py	93
Examples/Image/Classification/MLP/README.md	18
Examples/Image/Classification/ResNet/BrainScript/README.md	25
Examples/Image/Classification/ResNet/Python/README.md	28
Examples/Image/Classification/ResNet/Python/TrainResNet_CIFAR10.py	138
Examples/Image/Classification/ResNet/Python/TrainResNet_CIFAR10_Distributed.py	157
Examples/Image/Classification/ResNet/Python/TrainResNet_ImageNet_Distributed.py	187
Examples/Image/Classification/ResNet/Python/resnet_models.py	88
Examples/Image/Classification/ResNet/README.md	18
Examples/Image/Classification/VGG/BrainScript/README.md	10
Examples/Image/Classification/VGG/Python/README.md	14
Examples/Image/Classification/VGG/Python/VGG16_ImageNet_Distributed.py	179
Examples/Image/Classification/VGG/Python/VGG19_ImageNet_Distributed.py	179
Examples/Image/Classification/VGG/README.md	18
Examples/Image/DataSets/Animals/README.md	7
Examples/Image/DataSets/Animals/install_animals.py	27
Examples/Image/DataSets/CIFAR-10/README.md	12
Examples/Image/DataSets/CIFAR-10/cifar_utils.py	118
Examples/Image/DataSets/CIFAR-10/install_cifar10.py	16
Examples/Image/DataSets/Flowers/README.md	7
Examples/Image/DataSets/Flowers/install_flowers.py	49
Examples/Image/DataSets/Grocery/README.md	7
Examples/Image/DataSets/Grocery/install_grocery.py	38
Examples/Image/DataSets/ImageNet/ImageNet1K_intensity.xml	21
Examples/Image/DataSets/ImageNet/ImageNet1K_mean.xml	37643
Examples/Image/DataSets/MNIST/README.md	8
Examples/Image/DataSets/MNIST/install_mnist.py	15
Examples/Image/DataSets/MNIST/mnist_utils.py	59
Examples/Image/DataSets/Pascal/README.md	31
Examples/Image/DataSets/Pascal/install_pascalvoc.py	58
Examples/Image/DataSets/Pascal/mappings/create_mappings.py	151
Examples/Image/Detection/DetectionDemo.py	50
Examples/Image/Detection/FastRCNN/BrainScript/A1_GenerateInputROIs.py	102
Examples/Image/Detection/FastRCNN/BrainScript/A2_RunWithBSModel.py	37
Examples/Image/Detection/FastRCNN/BrainScript/A2_RunWithPyModel.py	163
Examples/Image/Detection/FastRCNN/BrainScript/A3_ParseAndEvaluateOutput.py	30
Examples/Image/Detection/FastRCNN/BrainScript/B1_VisualizeInputROIs.py	40
Examples/Image/Detection/FastRCNN/BrainScript/B2_EvaluateInputROIs.py	40
Examples/Image/Detection/FastRCNN/BrainScript/B3_VisualizeOutputROIs.py	31
Examples/Image/Detection/FastRCNN/BrainScript/PARAMETERS.py	105
Examples/Image/Detection/FastRCNN/BrainScript/README.md	84
Examples/Image/Detection/FastRCNN/BrainScript/__init__.py	1
Examples/Image/Detection/FastRCNN/BrainScript/cntk_helpers.py	707
Examples/Image/Detection/FastRCNN/BrainScript/fastRCNN/__init__.py	2
Examples/Image/Detection/FastRCNN/BrainScript/fastRCNN/imdb.py	140
Examples/Image/Detection/FastRCNN/BrainScript/fastRCNN/nms.py	24
Examples/Image/Detection/FastRCNN/BrainScript/fastRCNN/pascal_voc.py	249
Examples/Image/Detection/FastRCNN/BrainScript/fastRCNN/test.py	167
Examples/Image/Detection/FastRCNN/BrainScript/fastRCNN/timer.py	19
Examples/Image/Detection/FastRCNN/BrainScript/fastRCNN/train_svms.py	204
Examples/Image/Detection/FastRCNN/BrainScript/fastRCNN/voc_eval.py	125
Examples/Image/Detection/FastRCNN/BrainScript/imdb_data.py	206
Examples/Image/Detection/FastRCNN/BrainScript/selectivesearch/README.md	13
Examples/Image/Detection/FastRCNN/BrainScript/selectivesearch/__init__.py	1
Examples/Image/Detection/FastRCNN/BrainScript/selectivesearch/selectivesearch.py	197
Examples/Image/Detection/FastRCNN/FastRCNN_config.py	50
Examples/Image/Detection/FastRCNN/FastRCNN_eval.py	118
Examples/Image/Detection/FastRCNN/FastRCNN_train.py	276
Examples/Image/Detection/FastRCNN/README.md	76
Examples/Image/Detection/FastRCNN/install_data_and_model.py	21
Examples/Image/Detection/FastRCNN/run_fast_rcnn.py	23
Examples/Image/Detection/FasterRCNN/FasterRCNN_config.py	62
Examples/Image/Detection/FasterRCNN/FasterRCNN_eval.py	93
Examples/Image/Detection/FasterRCNN/FasterRCNN_train.py	423
Examples/Image/Detection/FasterRCNN/README.md	96
Examples/Image/Detection/FasterRCNN/run_faster_rcnn.py	27
Examples/Image/Detection/README.md	49
Examples/Image/Detection/__init__.py	1
Examples/Image/Detection/utils/Readme.md	31
Examples/Image/Detection/utils/annotations/C1_DrawBboxesOnImages.py	75
Examples/Image/Detection/utils/annotations/C2_AssignLabelsToBboxes.py	54
Examples/Image/Detection/utils/annotations/LabelMeConverter.py	45
Examples/Image/Detection/utils/annotations/annotations_helper.py	102
Examples/Image/Detection/utils/caffe_layers/anchor_target_layer.py	173
Examples/Image/Detection/utils/caffe_layers/bbox_transform.py	45
Examples/Image/Detection/utils/caffe_layers/default_config.py	116
Examples/Image/Detection/utils/caffe_layers/proposal_layer.py	68
Examples/Image/Detection/utils/caffe_layers/proposal_target_layer.py	99
Examples/Image/Detection/utils/config_helpers.py	37
Examples/Image/Detection/utils/configs/AlexNet_config.py	18
Examples/Image/Detection/utils/configs/Grocery_config.py	19
Examples/Image/Detection/utils/configs/Pascal_config.py	16
Examples/Image/Detection/utils/configs/VGG16_config.py	18
Examples/Image/Detection/utils/map_helpers.py	136
Examples/Image/Detection/utils/nms_wrapper.py	77
Examples/Image/Detection/utils/od_mb_source.py	77
Examples/Image/Detection/utils/od_reader.py	212
Examples/Image/Detection/utils/od_utils.py	96
Examples/Image/Detection/utils/plot_helpers.py	298
Examples/Image/Detection/utils/proposal_helpers.py	231
Examples/Image/Detection/utils/rpn/anchor_target_layer.py	228
Examples/Image/Detection/utils/rpn/bbox_transform.py	76
Examples/Image/Detection/utils/rpn/cntk_smoothL1_loss.py	11
Examples/Image/Detection/utils/rpn/generate_anchors.py	43
Examples/Image/Detection/utils/rpn/proposal_layer.py	105
Examples/Image/Detection/utils/rpn/proposal_target_layer.py	206
Examples/Image/Detection/utils/rpn/rpn_helpers.py	139
Examples/Image/FeatureExtraction/FeatureExtraction.py	43
Examples/Image/FeatureExtraction/README.md	13
Examples/Image/FeatureExtraction/install_data_and_model.py	11
Examples/Image/GAN/Basic_GAN_Distributed.py	135
Examples/Image/GAN/README.md	18
Examples/Image/GettingStarted/07_Deconvolution_PY.py	82
Examples/Image/GettingStarted/07_Deconvolution_Visualizer.py	99
Examples/Image/GettingStarted/README.md	69
Examples/Image/Regression/README.md	18
Examples/Image/TransferLearning/README.md	13
Examples/Image/TransferLearning/TransferLearning.py	145
Examples/Image/TransferLearning/TransferLearning_Extended.py	80
Examples/Image/TransferLearning/install_data_and_model.py	15
Examples/LanguageUnderstanding/ATIS/BrainScript/intent.wl	26
Examples/LanguageUnderstanding/ATIS/BrainScript/query.wl	943
Examples/LanguageUnderstanding/ATIS/BrainScript/slots.wl	129
Examples/LanguageUnderstanding/ATIS/Python/LanguageUnderstanding.py	103
Examples/LanguageUnderstanding/ATIS/README.md	138
Examples/LanguageUnderstanding/ATIS/README_Tutorial.md	29
Examples/README.md	10
Examples/ReinforcementLearning/DeepQNeuralNetwork.py	221
Examples/ReinforcementLearning/FlappingBirdWithKeras/FlappingBird_with_keras_DQN.py	187
Examples/ReinforcementLearning/FlappingBirdWithKeras/README.md	53
Examples/ReinforcementLearning/FlappingBirdWithKeras/__init__.py	4
Examples/ReinforcementLearning/FlappingBirdWithKeras/game/__init__.py	3
Examples/ReinforcementLearning/FlappingBirdWithKeras/game/flappy_bird_utils.py	44
Examples/ReinforcementLearning/FlappingBirdWithKeras/game/wrapped_flappy_bird.py	153
Examples/ReinforcementLearning/README.md	27
Examples/ReinforcementLearning/deeprl/README.md	35
Examples/ReinforcementLearning/deeprl/env/__init__.py	1
Examples/ReinforcementLearning/deeprl/env/env_factory.py	20
Examples/ReinforcementLearning/deeprl/env/maze2d.py	74
Examples/ReinforcementLearning/deeprl/env/puddleworld.py	80
Examples/ReinforcementLearning/deeprl/scripts/run.py	160
Examples/SequenceClassification/SimpleExample/Python/SequenceClassification.py	46
Examples/SequenceToSequence/CMUDict/Data/ThirdPartyNotice.md	10
Examples/SequenceToSequence/CMUDict/Python/Sequence2Sequence.py	298
Examples/SequenceToSequence/CMUDict/Python/Sequence2Sequence_Distributed.py	111
Examples/SequenceToSequence/CMUDict/README.md	15
Examples/SequenceToSequence/PennTreebank/README.md	45
Examples/Speech/AN4/AdditionalFiles/AN4.LICENSE.html	49
Examples/Speech/AN4/Python/HTK_LSTM_Truncated_Distributed.py	146
Examples/Speech/AN4/README.md	48
Examples/Speech/Miscellaneous/AMI/path.sh	12
Examples/Speech/Miscellaneous/AMI/path_cntk.sh	8
Examples/Speech/Miscellaneous/AMI/run_dnn.sh	101
Examples/Speech/Miscellaneous/AMI/run_ihm.sh	127
Examples/Speech/Miscellaneous/AMI/run_mdm.sh	101
Examples/Speech/Miscellaneous/AMI/run_sdm.sh	141
Examples/Speech/Miscellaneous/AMI/run_sdm_cntk.sh	99
Examples/Speech/Miscellaneous/AMI/scripts/Convert_label_to_cntk.py	37
Examples/Speech/Miscellaneous/AMI/scripts/align.sh	78
Examples/Speech/Miscellaneous/AMI/scripts/convert_kaldi_label.pl	44
Examples/Speech/Miscellaneous/AMI/scripts/convert_scp_to_cntk.py	25
Examples/Speech/Miscellaneous/AMI/scripts/convert_to_kaldi_list.pl	56
Examples/Speech/Miscellaneous/AMI/scripts/createCNTKinputList.pl	25
Examples/Speech/Miscellaneous/AMI/scripts/decode_cntk.sh	65
Examples/Speech/Miscellaneous/AMI/scripts/decode_cntk2.sh	68
Examples/Speech/Miscellaneous/AMI/scripts/extract_feats_fbank.sh	42
Examples/Speech/Miscellaneous/AMI/scripts/make_denlats.sh	188
Examples/Speech/Miscellaneous/AMI/scripts/rand_select_data.pl	42
Examples/Speech/Miscellaneous/AMI/scripts/select_by_id.py	27
Examples/Speech/Miscellaneous/AMI/scripts/train_dnn_cntk.sh	88
Examples/Speech/Miscellaneous/AMI/scripts/train_nnet.sh	109
Examples/Speech/Miscellaneous/AMI/scripts/train_nnet_sequence.sh	141
Examples/Speech/Miscellaneous/AMI/train_cntk2.sh	57
Examples/Speech/Miscellaneous/AMI/train_cntk2_smbr.sh	36
Examples/Speech/Miscellaneous/AMI/train_dnn_cntk.sh	87
Examples/Speech/Miscellaneous/EndToEnd.py	1
Examples/Speech/Miscellaneous/TIMIT/AdditionalFiles/ComputeConfusion.m	161
Examples/Speech/Miscellaneous/TIMIT/AdditionalFiles/ShowConfusions.m	71
Examples/Speech/Miscellaneous/TIMIT/AdditionalFiles/TimitGetFiles.py	38
Examples/Speech/Miscellaneous/TIMIT/AdditionalFiles/TrainSimpleTimit.sh	9
Examples/Speech/Miscellaneous/TIMIT/decoding/TIMIT.bigram.arpa	3788
Examples/Speech/Miscellaneous/TIMIT/lib/mlf/make_dr_mlf.pl	23
Examples/Speech/Miscellaneous/TIMIT/lib/mlf/make_mlf_cntk.pl	9
Examples/Text/CharacterLM/README.md	44
Examples/Text/CharacterLM/char_rnn.py	137
Examples/Text/LightRNN/DLL/DLL/DLL.vcxproj	157
Examples/Text/LightRNN/DLL/DLL/DLL.vcxproj.filters	22
Examples/Text/LightRNN/DLL/DLL/pyreallocate.cpp	179
Examples/Text/LightRNN/LightRNN/converter.py	87
Examples/Text/LightRNN/LightRNN/data_reader.py	122
Examples/Text/LightRNN/LightRNN/lightrnn.py	46
Examples/Text/LightRNN/LightRNN/preprocess.py	31
Examples/Text/LightRNN/LightRNN/reallocate.py	131
Examples/Text/LightRNN/LightRNN/train.py	265
Examples/Text/LightRNN/PTB/Allocation/generate.py	5
Examples/Text/LightRNN/PTB/Data/download_data.py	29
Examples/Text/WordLMWithSampledSoftmax/README.md	15
Examples/Text/WordLMWithSampledSoftmax/data_reader.py	65
Examples/Text/WordLMWithSampledSoftmax/download_data.py	80
Examples/Text/WordLMWithSampledSoftmax/word_rnn.py	159
Examples/TrainingCSharp/CSTrainingCPUOnlyExamples/CSTrainingCPUOnlyExamples.csproj	93
Examples/TrainingCSharp/CSTrainingCPUOnlyExamples/Program.cs	25
Examples/TrainingCSharp/CSTrainingCPUOnlyExamples/Properties/AssemblyInfo.cs	15
Examples/TrainingCSharp/CSTrainingGPUExamples/CSTrainingGPUExamples.csproj	96
Examples/TrainingCSharp/CSTrainingGPUExamples/Program.cs	41
Examples/TrainingCSharp/CSTrainingGPUExamples/Properties/AssemblyInfo.cs	15
Examples/TrainingCSharp/Common/CifarResNetClassifier.cs	183
Examples/TrainingCSharp/Common/LSTMSequenceClassifier.cs	157
Examples/TrainingCSharp/Common/LogisticRegression.cs	93
Examples/TrainingCSharp/Common/MNISTClassifier.cs	111
Examples/TrainingCSharp/Common/TestHelper.cs	154
Examples/TrainingCSharp/Common/TransferLearning.cs	320
Examples/TrainingCSharp/README.md	31
Examples/Video/DataSets/UCF11/README.md	14
Examples/Video/DataSets/UCF11/install_ucf11.py	9
Examples/Video/DataSets/UCF11/split_ucf11.py	101
Examples/Video/DataSets/UCF11/ucf11_utils.py	24
Examples/Video/GettingStarted/Python/Conv3D_UCF11.py	178
Examples/Video/GettingStarted/README.md	20
LICENSE.md	6
Manual/Manual_How_to_create_user_minibatch_sources.ipynb	482
Manual/Manual_How_to_train_using_declarative_and_imperative_API.ipynb	510
Manual/Manual_How_to_use_learners.ipynb	831
Manual/Manual_How_to_write_a_custom_deserializer.ipynb	453
PretrainedModels/Image.md	97
PretrainedModels/README.md	7
README.md	296
Scripts/README.md	25
Scripts/pytest.ini	2
Tests/EndToEndTests/CNTKv2Python/Examples/1st_tests.py	50
Tests/EndToEndTests/CNTKv2Python/Examples/AlexNet_ImageNet_Distributed_test.py	46
Tests/EndToEndTests/CNTKv2Python/Examples/BN_Inception_CIFAR10_Distributed_test.py	27
Tests/EndToEndTests/CNTKv2Python/Examples/BN_Inception_CIFAR10_test.py	40
Tests/EndToEndTests/CNTKv2Python/Examples/BN_Inception_ImageNet_Distributed_test.py	27
Tests/EndToEndTests/CNTKv2Python/Examples/BN_Inception_ImageNet_test.py	39
Tests/EndToEndTests/CNTKv2Python/Examples/Basic_GAN_Distributed_test.py	21
Tests/EndToEndTests/CNTKv2Python/Examples/ConvNetLRN_CIFAR10_DataAug_test.py	24
Tests/EndToEndTests/CNTKv2Python/Examples/ConvNet_CIFAR10_DataAug_Distributed_test.py	69
Tests/EndToEndTests/CNTKv2Python/Examples/ConvNet_CIFAR10_DataAug_test.py	32
Tests/EndToEndTests/CNTKv2Python/Examples/ConvNet_CIFAR10_test.py	57
Tests/EndToEndTests/CNTKv2Python/Examples/ConvNet_MNIST_test.py	17
Tests/EndToEndTests/CNTKv2Python/Examples/DeepQNeuralNetwork_test.py	31
Tests/EndToEndTests/CNTKv2Python/Examples/DetectionDemo_test.py	57
Tests/EndToEndTests/CNTKv2Python/Examples/FastRCNNBS_test.py	59
Tests/EndToEndTests/CNTKv2Python/Examples/FastRCNN_test.py	59
Tests/EndToEndTests/CNTKv2Python/Examples/FasterRCNN_test.py	84
Tests/EndToEndTests/CNTKv2Python/Examples/FlappingBird_with_keras_DQN_test.py	37
Tests/EndToEndTests/CNTKv2Python/Examples/HTK_LSTM_Truncated_Distributed_test.py	43
Tests/EndToEndTests/CNTKv2Python/Examples/InceptionV3_ImageNet_Distributed_test.py	28
Tests/EndToEndTests/CNTKv2Python/Examples/InceptionV3_ImageNet_test.py	38
Tests/EndToEndTests/CNTKv2Python/Examples/Seq2Seq_CMUDict_Distributed_test.py	30
Tests/EndToEndTests/CNTKv2Python/Examples/TrainResNet_CIFAR10_Distributed_test.py	40
Tests/EndToEndTests/CNTKv2Python/Examples/TrainResNet_CIFAR10_test.py	37
Tests/EndToEndTests/CNTKv2Python/Examples/VGG16_ImageNet_Distributed_test.py	29
Tests/EndToEndTests/CNTKv2Python/Examples/VGG19_ImageNet_Distributed_test.py	29
Tests/EndToEndTests/CNTKv2Python/Examples/__init__.py	1
Tests/EndToEndTests/CNTKv2Python/Examples/binary_convnet_test.py	46
Tests/EndToEndTests/CNTKv2Python/Examples/binary_convolution_native_eval_test.py	38
Tests/EndToEndTests/CNTKv2Python/Examples/bptt_checkpointing_test.py	27
Tests/EndToEndTests/CNTKv2Python/Examples/char_rnn_test.py	11
Tests/EndToEndTests/CNTKv2Python/Examples/conftest.py	33
Tests/EndToEndTests/CNTKv2Python/Examples/deconv_MNIST_test.py	30
Tests/EndToEndTests/CNTKv2Python/Examples/deeprl_test.py	27
Tests/EndToEndTests/CNTKv2Python/Examples/distributed_common.py	43
Tests/EndToEndTests/CNTKv2Python/Examples/feature_extraction_test.py	39
Tests/EndToEndTests/CNTKv2Python/Examples/feed_forward_net_test.py	14
Tests/EndToEndTests/CNTKv2Python/Examples/finalize_test.py	27
Tests/EndToEndTests/CNTKv2Python/Examples/htk_deserializer_test.py	95
Tests/EndToEndTests/CNTKv2Python/Examples/language_understanding_test.py	134
Tests/EndToEndTests/CNTKv2Python/Examples/lattice_deserializer_test.py	71
Tests/EndToEndTests/CNTKv2Python/Examples/layers_test.py	54
Tests/EndToEndTests/CNTKv2Python/Examples/lightrnn_test.py	49
Tests/EndToEndTests/CNTKv2Python/Examples/multiple_distributed_learners_test.py	53
Tests/EndToEndTests/CNTKv2Python/Examples/prepare_test_data.py	144
Tests/EndToEndTests/CNTKv2Python/Examples/pytest.ini	3
Tests/EndToEndTests/CNTKv2Python/Examples/rpn_unit_test.py	153
Tests/EndToEndTests/CNTKv2Python/Examples/sequence_classification_test.py	13
Tests/EndToEndTests/CNTKv2Python/Examples/sequence_to_sequence_test.py	24
Tests/EndToEndTests/CNTKv2Python/Examples/simple_mnist_test.py	24
Tests/EndToEndTests/CNTKv2Python/Examples/test_decorators.py	6
Tests/EndToEndTests/CNTKv2Python/Examples/testcases.yml	10
Tests/EndToEndTests/CNTKv2Python/Examples/transfer_learning_extended_test.py	66
Tests/EndToEndTests/CNTKv2Python/Examples/transfer_learning_test.py	55
Tests/EndToEndTests/CNTKv2Python/Examples/ucf11_conv3d_test.py	33
Tests/EndToEndTests/CNTKv2Python/Examples/word_rnn_test.py	63
Tests/EndToEndTests/CNTKv2Python/Manual/pytest.ini	2
Tests/EndToEndTests/CNTKv2Python/Tutorials/pytest.ini	2
Tests/EndToEndTests/EvalClientTests/CNTKLibraryCPPUWPEvalExamplesTests/UnitTestApp.rd.xml	5
Tests/EndToEndTests/EvalClientTests/CPPEvalClientTest/README.md	2
Tests/EndToEndTests/EvalClientTests/CPPEvalExtendedClientTest/README.md	2
Tests/EndToEndTests/EvalClientTests/CSEvalClientTest/README.md	2
Tests/EndToEndTests/EvalClientTests/UWPImageRecognitionTest/ImageRecognitionAppCS/Properties/Default.rd.xml	5
Tests/EndToEndTests/Examples/Image/Classification/AlexNet_ImageNet/AlexNet_ImageNet/testcases.yml	17
Tests/EndToEndTests/Examples/Image/Classification/ConvNet_CIFAR/ConvNetLRN_CIFAR10_DataAug/testcases.yml	25
Tests/EndToEndTests/Examples/Image/Classification/ConvNet_CIFAR/ConvNet_CIFAR10/testcases.yml	25
Tests/EndToEndTests/Examples/Image/Classification/ConvNet_CIFAR/ConvNet_CIFAR10_DataAug/testcases.yml	25
Tests/EndToEndTests/Examples/Image/Classification/ConvNet_MNIST/ConvNet_MNIST/testcases.yml	25
Tests/EndToEndTests/Examples/Image/Classification/GooLeNet_ImageNet/BN_Inception/testcases.yml	17
Tests/EndToEndTests/Examples/Image/Classification/GooLeNet_ImageNet/InceptionV3/testcases.yml	17
Tests/EndToEndTests/Examples/Image/Classification/MLP_MNIST/MLP_MNIST/testcases.yml	25
Tests/EndToEndTests/Examples/Image/Classification/ResNet_CIFAR/ResNet110_CIFAR10/testcases.yml	17
Tests/EndToEndTests/Examples/Image/Classification/ResNet_CIFAR/ResNet20_CIFAR10/testcases.yml	25
Tests/EndToEndTests/Examples/Image/Classification/ResNet_ImageNet/ResNet101_ImageNet/testcases.yml	17
Tests/EndToEndTests/Examples/Image/Classification/ResNet_ImageNet/ResNet152_ImageNet/testcases.yml	17
Tests/EndToEndTests/Examples/Image/Classification/ResNet_ImageNet/ResNet18_ImageNet/testcases.yml	17
Tests/EndToEndTests/Examples/Image/Classification/ResNet_ImageNet/ResNet34_ImageNet/testcases.yml	17
Tests/EndToEndTests/Examples/Image/Classification/ResNet_ImageNet/ResNet50_ImageNet/testcases.yml	17
Tests/EndToEndTests/Examples/Image/Classification/VGG_ImageNet/VGG16_ImageNet/testcases.yml	17
Tests/EndToEndTests/Examples/Image/Classification/VGG_ImageNet/VGG19_ImageNet/testcases.yml	17
Tests/EndToEndTests/Examples/Image/Deprecated/CIFAR-10/01_Convolution/testcases.yml	22
Tests/EndToEndTests/Examples/Image/Deprecated/CIFAR-10/02_BatchNormConv/testcases.yml	22
Tests/EndToEndTests/Examples/Image/Deprecated/CIFAR-10/03_ResNet/ProjWeightsGen.py	10
Tests/EndToEndTests/Examples/Image/Deprecated/CIFAR-10/03_ResNet/testcases.yml	22
Tests/EndToEndTests/Examples/Image/Deprecated/CIFAR-10/04_ResNet_56/testcases.yml	22
Tests/EndToEndTests/Examples/Image/Deprecated/CIFAR-10/05_ConvLocal/testcases.yml	22
Tests/EndToEndTests/Examples/Image/Deprecated/MNIST/01_OneHidden_ndl/testcases.yml	25
Tests/EndToEndTests/Examples/Image/Deprecated/MNIST/02_Convolution_ndl/testcases.yml	21
Tests/EndToEndTests/Examples/Image/Deprecated/MNIST/03_ConvBatchNorm_ndl/testcases.yml	25
Tests/EndToEndTests/Examples/Image/GettingStarted/01_OneHidden/testcases.yml	25
Tests/EndToEndTests/Examples/Image/GettingStarted/02_OneConv/testcases.yml	25
Tests/EndToEndTests/Examples/Image/GettingStarted/03_OneConvDropout/testcases.yml	25
Tests/EndToEndTests/Examples/Image/GettingStarted/04_OneConvBN/testcases.yml	25
Tests/EndToEndTests/Examples/Image/GettingStarted/05_OneConvRegr/testcases.yml	25
Tests/EndToEndTests/Examples/Image/GettingStarted/06_OneConvRegrMultiNode/testcases.yml	25
Tests/EndToEndTests/Examples/Image/GettingStarted/07_Deconvolution/testcases.yml	28
Tests/EndToEndTests/Examples/Image/Regression/RegrSimple/testcases.yml	22
Tests/EndToEndTests/Examples/Speech/AN4/FeedForward/testcases.yml	9
Tests/EndToEndTests/Examples/Speech/AN4/LSTM/testcases.yml	9
Tests/EndToEndTests/Examples/Speech/TIMIT/AdaptLearnRate/testcases.yml	25
Tests/EndToEndTests/Examples/Speech/TIMIT/CrossValidateSimpleNetwork/testcases.yml	31
Tests/EndToEndTests/Examples/Speech/TIMIT/EvalSimpleNetwork/testcases.yml	35
Tests/EndToEndTests/Examples/Speech/TIMIT/TrainAutoEncoder/testcases.yml	23
Tests/EndToEndTests/Examples/Speech/TIMIT/TrainLstm/testcases.yml	25
Tests/EndToEndTests/Examples/Speech/TIMIT/TrainMultiInput/testcases.yml	25
Tests/EndToEndTests/Examples/Speech/TIMIT/TrainMultiTask/testcases.yml	25
Tests/EndToEndTests/Examples/Speech/TIMIT/TrainNdlNetwork/testcases.yml	25
Tests/EndToEndTests/Examples/Speech/TIMIT/TrainSimpleNetwork/testcases.yml	26
Tests/EndToEndTests/Examples/Speech/TIMIT/TrainWithPreTrain/testcases.yml	25
Tests/EndToEndTests/Examples/Speech/TIMIT/WriteBottleneck/testcases.yml	24
Tests/EndToEndTests/Examples/Speech/TIMIT/WriteScaledLogLike/testcases.yml	25
Tests/EndToEndTests/Examples/Text/G2P/testcases.yml	24
Tests/EndToEndTests/Examples/Text/Miscellaneous/SLU/Config/conlleval.pl	244
Tests/EndToEndTests/Examples/Text/Miscellaneous/SLU/Config/score.sh	3
Tests/EndToEndTests/Examples/Text/Miscellaneous/SLU/testcases.yml	30
Tests/EndToEndTests/Examples/Text/PennTreebank/RNN/testcases.yml	25
Tests/EndToEndTests/README.md	4
Tests/EndToEndTests/Speech/LSTM_CTC/README.md	1
Tests/EndToEndTests/Speech/LSTM_CTC_MLF/README.md	15
Tests/Install/windows/InstallCache/README.md	1
Tests/README.md	3
Tests/UnitTests/ReaderTests/Data/ImageNet1K_intensity.xml	21
ThirdPartyNotices.md	185
Tools/README.md	3
Tools/cntk-binary-drop/linux/cpu/license/CNTK-License.md	34
Tools/cntk-binary-drop/linux/gpu/license/CNTK-License.md	34
Tools/devInstall/Linux/README.md	3
Tools/devInstall/Windows/README.md	4
Tools/docker/Patches/Swig/std_wstring.i.patch	37
Tools/docker/Patches/Swig/wchar.i.patch	84
Tools/docker/README.md	4
Tools/samples.json	614
Tutorials/CNTK_201A_CIFAR-10_DataLoader.ipynb	354
Tutorials/CNTK_202_Language_Understanding.ipynb	1526
Tutorials/CNTK_208_Speech_Connectionist_Temporal_Classification.ipynb	290
Tutorials/CNTK_302A_Evaluation_of_Pretrained_Super-resolution_Models.ipynb	692
Tutorials/CNTK_302B_Image_Super-resolution_Using_CNNs_and_GANs.ipynb	1626
Tutorials/CNTK_599A_Sequence_To_Sequence.ipynb	1207
Tutorials/FunctionalAPI/README.md	4
Tutorials/HelloWorld-LogisticRegression/README.md	9
Tutorials/ImageHandsOn/README.md	5
Tutorials/NumpyInterop/README.md	2
Tutorials/README.md	18
Tutorials/SLUHandsOn/README.md	5
bindings/java/Swig/README.md	1
bindings/java/Swig/pom.xml	69
bindings/python/README.md	2
bindings/python/cntk/contrib/crosstalkcaffe/README.md	27
bindings/python/cntk/contrib/crosstalkcaffe/examples/Classification/AlexNet_ImageNet/global.json	20
bindings/python/cntk/contrib/crosstalkcaffe/examples/Classification/GoogLeNet_ImageNet/global.json	20
bindings/python/cntk/contrib/crosstalkcaffe/examples/Classification/NIN_ImageNet/global.json	20
bindings/python/cntk/contrib/crosstalkcaffe/examples/Classification/ResNet_ImageNet/global_resnet101.json	20
bindings/python/cntk/contrib/crosstalkcaffe/examples/Classification/ResNet_ImageNet/global_resnet152.json	20
bindings/python/cntk/contrib/crosstalkcaffe/examples/Classification/ResNet_ImageNet/global_resnet50.json	20
bindings/python/cntk/contrib/crosstalkcaffe/examples/Classification/VGG_ImageNet/global_vgg16.json	20
bindings/python/cntk/contrib/crosstalkcaffe/examples/Classification/VGG_ImageNet/global_vgg19.json	20
bindings/python/cntk/contrib/crosstalkcaffe/examples/README.md	27
bindings/python/cntk/contrib/crosstalkcaffe/examples/run_convert.py	32
bindings/python/cntk/contrib/crosstalkcaffe/utils/README.md	16
bindings/python/cntk/contrib/deeprl/README.md	21
bindings/python/cntk/pytest.ini	6
bindings/python/doc/concepts.rst	88
bindings/python/doc/examples.rst	22
bindings/python/doc/extend.rst	314
bindings/python/doc/gettingstarted.rst	84
bindings/python/doc/index.rst	29
bindings/python/doc/layerref.rst	925
bindings/python/doc/manuals.rst	14
bindings/python/doc/pytest.ini	2
bindings/python/doc/readersprofetc.rst	5
bindings/python/doc/sequence.rst	181
bindings/python/doc/setup.rst	7
bindings/python/doc/tutorials.rst	60
bindings/python/setup_py_long_description.md	3