Code for creating end-end TFX production pipeline for GPT-2.

Tensorflow TFX container image with NVIDIA drivers

Machine Learning Operations - Disaster Tweets Classification

Machine Learning Operations - Stroke Disease Detection

This is an example of what a TFX pipeline would look like when used for NLP

A TFX implementation of the paper on transformers, Attention is All You Need

🌱 Pipeline Implementation using TFX for Plant Disease Detection Model. The Repository includes the keras model code, pipeline implementation for local Deployment & Airflow Noteebooks, a Minimalistic Client for testing the model after Serving it (TFX Serving REST-API), and a Simple Proxy Server.

Machine Learning Operation model for Credit Risk using Tensorflow Extended

A TFX example pipeline

TensorFlow Extended tutorials

Machine Learning Engineering for Production (MLOps)