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SQLFlow
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Quick Start
SQLFlow Language Guide
Run SQLFlow REPL
Installation
Run SQLFlow Using Docker
Install SQLFlow on Cloud
Running SQLFlow on Google Cloud Platform
Running SQLFlow on Kubernetes
Run SQLFlow with SQL Engines
How to Connect MySQL with SQLFlow
How to Connect Hive with SQLFlow
How to Connect MaxCompute with SQLFlow
Examples
Classify Iris Dataset Using DNNClassifer
Training a Text Classification Model Using SQLFlow
The Credit Card Fraud Detection Example
XGBoost on SQLFlow Tutorial
Analyzing Model on SQLFlow Tutorial
Design
SQLFlow Overall Design
Extended SQL Parser
Submitter
Piping Responses
Intermediate Representation
Compatibility with Various SQL Engines
ALPS Submitter
Analyze the Machine Learning Model in SQLFlow
XGBoost on SQLFlow
SQLFlow Authentication and Authorization
Clustering in SQLFlow to Analyze Patterns in Data
Define Models for SQLFlow
ElasticDL on SQLFlow
Training and Validation
Information Necessary for Code Generators in SQLFlow
Support Multiple SQL Statements
Feature Derivation
Closing the Producer Goroutine from the Consumer
Highly Available SQLFlow Server
Support Arbitrary Select Statements
Design Doc: Model Definition and Model Zoo
ElasticDL
Data Preparation Design Doc
Design Doc: Distributed Embedding Layer
ElasticDL on Google Kubernetes Engine
ElasticDL Worker Training Performance Optimization
Design for ODPS Data Source Support
Model Evaluation Design
ElasticDL Model Building
Targeted Users
Design Doc: Synchronous SGD
Contributes
Build from Source in a Docker Container
SQLFlow: Code Walkthrough
How to Contribute SQLFLow Models
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GitHub
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Table of contents
Quick Start
SQLFlow Language Guide
Run SQLFlow REPL