Pinned

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 28 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 26 7

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

   LLM as a Chatbot Service

   Python 3.2k 380

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 117 18

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

   Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products

   Jupyter Notebook 89 19