Auto Hyperparameter Tuning Katib The Paradox Untangle the Paradox Boosting Tree Models Deep Learning Models Trigger Hyperparameter Tuning The System Design From Submitter to ...

Examples Table of contents Examples Table of contents Classify Iris Dataset Using DNNClassifer Training a Text Classification Model Using SQLFlow The Credit Card Fraud Det...

Comparisons of How to Contribute Models Designs A General View of the Designs Principles When Choosing the Design Design Decisions Use VM playground or Docker image? Do we provi...

Diagnostic Attribute Error Motivation Design Future Diagnostic Attribute Error Motivation SQLFlow extended SQL syntax to describe an end-to-end machine learning job, for a t...

Targeted Users User Expectations Modelers SQLFlow Users Unified API API For Training For Prediction Model Zoo Trained Model Targeted Users ElasticDL targets two categor...

Design Table of contents Design How we design SQLFLow Table of contents Compatibility with Various SQL Engines Piping Responses Extended SQL Parser Design SQLFlow: Des...

Run SQLFlow Command-line Tool Installation Quick Start Command-line Options Environment Variable Config File Setup Keyboard Shortcuts Moving the cursor Editing History Contr...

Contribute Table of contents Contribute Dev, build SQLFlow and contribute models Table of contents Build from Source in a Docker Container SQLFlow: Code Walkthrough

The Credit Card Fraud Detection Example Train a DNN Model Using SQLFlow Run Predict The Credit Card Fraud Detection Example The sample data already loaded in MySQL comes fr...

Model Zoo Introduction Background Concepts The Design Versioning and Releasing Develop Custom Model Definition Release the Model Repo Docker Image Use the Model Repo Docker I...