├── .github └── workflows │ └── main.yml ├── 01_Darknet ├── 01 - ContainerBuilding.ipynb ├── 02 - DatasetPreparation.ipynb └── 03 - TrainDeployTestYoloV2.ipynb ├── 02_FaceRecognition └── Face recognition (youtube).ipynb ├── 03_RecommendationEngineWithGraph └── Recommendation Engine - Knowledge Base - Neptune.ipynb ├── 04_ReinforcementLearning └── 02_ContinuouseMoutainCarRLLIB.ipynb ├── 05_Inferentia ├── 01_BYOM_BertHuggingFace │ ├── 01_InferentiaSageMakerBYOBert.ipynb │ └── code │ │ ├── inference.py │ │ └── requirements.txt ├── 02_UnetTF2 │ └── 02_UnetTF2.ipynb ├── 03_UnetPytorch │ └── 03_UnetPytorch.ipynb ├── 04_Yolov5 │ └── 04_Yolov5Pytorch.ipynb ├── 05_Resnet │ └── 05_ResnetPytorch.ipynb ├── 06_EfficientNet │ └── 06_EfficientNetPytorch.ipynb ├── 07_Resnext │ └── 07_ResnextPytorch.ipynb ├── 08_VGG │ └── 08_VGGPytorch.ipynb ├── 09_SSD │ └── 09_SSDPytorch.ipynb ├── 10_HRNET │ └── 10_HRNETPytorch.ipynb ├── 11_YoloF │ └── 11_YoloFPytorch.ipynb ├── 12_BertBaseCased │ └── 12_BertBaseCased.ipynb ├── 13_BertLargeUncased │ └── 13_BertLargeUncasedPytorch.ipynb ├── 15_MarianMT │ └── 15_MarianMTPytorch.ipynb ├── 16_RobertaBase │ └── 16_RobertaBasePytorch.ipynb ├── 17_Enformer │ ├── EnformerHuggingFace.ipynb │ └── neuron.patch ├── 18_Llama2_7bChat │ ├── 01_DeployLlama2Chat.ipynb │ └── 02_Llama2SmartAgent.ipynb ├── 19_TnXLLMs │ └── 01_DeployLLM.ipynb ├── 21_TGIMistral │ └── TGIMistral.ipynb ├── 22_UnetBackgroundRemoval │ ├── UnetBGRemoval.ipynb │ └── woman.jpg ├── 23_AcceleratedPortraitCreatorDemo │ └── AcceleratedPortraitCreator.ipynb ├── 24_WhisperV3 │ ├── Whisper.ipynb │ └── WhisperNxD.ipynb ├── 25_StateTensorInference │ └── StateTensorInference.ipynb ├── 26_ReplaceWeightsOnTheFly │ └── ReplaceWeights.ipynb └── common │ ├── processing.py │ └── wrapper.py ├── 06_PoseEstimation ├── Pose Estimation with DHRN.ipynb └── man_walking.jpg ├── 07_FraudDetection ├── 1 - Fraud Detection with SageMaker - Data Preparation.ipynb └── 2 - Fraud Detection with SageMaker - Training.ipynb ├── 08_ManualModelMonitor └── 01_ManualModelMonitor.ipynb ├── 09_ProductClassification ├── Product Classification with SageMaker.ipynb └── src │ └── stopwords.txt ├── 10_VesselVoyageETA ├── 1 - Data Exploration.ipynb └── 2 - Training with SageMaker.ipynb ├── 11_BYOMTensorflow2 ├── 01_End2End │ ├── 01_BYOM_TF2_ModelBuilding.ipynb │ └── 02_BYOM_TF2_Predicting.ipynb └── 02_OptimizedInputOutputEndpoint.ipynb ├── 12_NeoObjectDetection └── 01_PytorchSSDMobilenetV3Lite.ipynb ├── 13_SageMakerProcessingJobs ├── 01_ProcessingBigFilesWithSageMaker.ipynb ├── 02_GenerateSyntheticDataWithOpenGLCPU.ipynb ├── 03_GenerateSyntheticDataWithOpenGLGPU.ipynb ├── 04_GenerateSyntheticDataWithOpenGLCPU_Git.ipynb └── src │ └── cube.py ├── 14_SageMakerMisc ├── 01_UNetPytorch │ └── UNetPyTorchSageMaker.ipynb ├── 02_StableDiffusionInf2 │ └── StableDiffusionInf2.ipynb ├── 03_FalconInf2 │ └── FalconInf2.ipynb └── 05_Yolov8Serverless │ ├── SageMakerYoloV8ONNXServerless.ipynb │ └── container_sm_inf_tlk 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