tfx topic
Production-Level-Deep-Learning
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
pipeline
PipelineAI
mlops-with-vertex-ai
An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI
auto-tensorflow
Build Low Code Automated Tensorflow explainable models in just 3 lines of code. Library created by: Hasan Rafiq - https://www.linkedin.com/in/sam04/
tfx-addons
Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools for TFX. The projects are organized under the auspices of the...
tfx-kubeflow-pipelines
Kubeflow pipelines built on top of Tensorflow TFX library
Dual-Deployments-on-Vertex-AI
Project demonstrating dual model deployment scenarios using Vertex AI (GCP).
Continuous-Adaptation-for-Machine-Learning-System-to-Data-Changes
https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.html
bert-as-a-service_TFX
End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.
nitroml
NitroML is a modular, portable, and scalable model-quality benchmarking framework for Machine Learning and Automated Machine Learning (AutoML) pipelines.