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deep-diver/README.md

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  1. ml-deployment-k8s-tfserving ml-deployment-k8s-tfserving Public

    This project shows how to serve an TF based image classification model as a web service with TFServing, Docker, and Kubernetes(GKE).

    Jupyter Notebook 118 17

  2. Continuous-Adaptation-for-Machine-Learning-System-to-Data-Changes Continuous-Adaptation-for-Machine-Learning-System-to-Data-Changes Public

    https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.html

    Jupyter Notebook 27 6

  3. Model-Training-as-a-CI-CD-System Model-Training-as-a-CI-CD-System Public

    Demonstration of the Model Training as a CI/CD System in Vertex AI

    Python 24 7

  4. LLM-As-Chatbot LLM-As-Chatbot Public

    LLM as a Chatbot Service

    Python 3.2k 377

  5. mlops-hf-tf-vision-models mlops-hf-tf-vision-models Public

    MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)

    Jupyter Notebook 115 19

  6. semantic-segmentation-ml-pipeline semantic-segmentation-ml-pipeline Public

    Jupyter Notebook 87 20