Define Models for SQLFlow Keras v.s. Estimator Keras APIs 1. Subclassing tf.keras.Model 2. Functional API 3. keras.Sequential The Choice A Subclass model Example A Functio...
SQLFlow Playground Server The Architecture Supported API How to Use For Service Maintainer For The User Implementation SQLFlow Playground Server SQLFlow Playground Server ...
SQLFlow Authentication and Authorization Concepts Design Session Authentication of SQLFlow Server Conclusion SQLFlow Authentication and Authorization Concepts Authenticati...
SQLFlow Language Guide Overview Training Syntax Train Clause Column Clause Label Clause Into Clause Feature Columns Prediction Syntax Predict and Using Clause Explain Synt...
SQLFlow: Code Walkthrough User Experience System Implementation SQLFlow as a gRPC Server SQLFlow in the gRPC Server Minimal Viable Product Extensibility Job Management S...
SQLFlow: Design Doc What is SQLFlow Related Work Microsoft SQL Server Teradata SQL for DL Google BigQuery Design Goal Design Decisions Extended SQL Syntax System Architectu...
Credit ScoreCard Model on SQLFlow Dataset Introduction Dataset Loading and Preprocessing Credit ScoreCard Modeling Credit ScoreCard Model on SQLFlow The credit scorecard mode...
Explain the Machine Learning Model in SQLFlow Concept User Interface Implement Details Note Explain the Machine Learning Model in SQLFlow Concept Although the machine learn...
Explaining Model on SQLFlow Tutorial Syntax The Dataset Train a Model Explain the Model Explaining Model on SQLFlow Tutorial The Explainer is designed to explain the mac...