Classify Cora Dataset Using GCN The Dataset Train the GCN on the Cora dataset Load data from Cora Train GCN Predict the label of a paper in Cora dataset Evaluate the Trained G...

Classify Iris Dataset Using DNNClassifer The Dataset Train Tune Automated tuning Predict Classify Iris Dataset Using DNNClassifer This tutorial demonstrates how to Tra...

Installation Table of contents Installation Table of contents Develop, Release, and Use SQLFlow-in-a-VM Install SQLFlow Playground on Your Kubernetes Cluster

Model Market Concepts Use Cases 1. View Model Definitions and Trained Models 2. Publish a Model Definition Docker Image 3. Share Model Definition Docker Images to Other Users 4...

Data Analysis and Tranformation The Problem The Syntax Extension The Challenge Related Work TensorFlow Transform Our Approach Normalize Table Schema to Be Wide Why Proposal ...

Workflow Package Motivation Design Workflow Codegen Workflow Interface Execution Example Workflow Package Motivation SQLFlow translates a SQL program, perhaps with extende...

Get Started Table of contents Get Started Table of contents Quick Start SQLFlow Language Guide

SQL Program Dependency Analyze Analyze the SQL Program Execution Dependency Analyze SQL Statement Input and Output Tables Analyzing Database Context Hazard Implementation S...

Extend the SPARSE Column Transformer to Load Sparse Vectors in Different Data Formats Background Proposed Design SQL Statement Example Extend the SPARSE Column Transformer to...

ElasticDL Table of contents ElasticDL ElasticDL , A Kubernetes-native Deep Learning Framework. Table of contents Getting Started with ElasticDL ElasticDL Overall Design T...