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SQLFlow v0.4 Documentation
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Get Started

 来源:SQLFlow 浏览 1222 扫码 2021-12-30 22:00:47
  • Get Started
    • Table of contents

    Get Started

    Table of contents

    • Quick Start
    • SQLFlow Language Guide
    当前内容版权归 SQLFlow 或其关联方所有，如需对内容或内容相关联开源项目进行关注与资助，请访问 SQLFlow .
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    • Get Started
      • Quick Start
      • SQLFlow Language Guide
      • Export Trained Models
      • Run with command-line tool
    • Installation
      • Develop, Release, and Use SQLFlow-in-a-VM
      • Install SQLFlow Playground on Your Kubernetes Cluster
    • Examples
      • Classify Iris Dataset Using DNNClassifer
      • Training a Text Classification Model Using SQLFlow
      • The Credit Card Fraud Detection Example
      • XGBoost on SQLFlow Tutorial
      • Explaining Model on SQLFlow Tutorial
      • Time Series Model on SQLFlow Tutorial
      • Train and Predict Titanic Dataset Using DNNClassifer in SQLFlow
      • Predict the Car Price using XGBoost in SQLFlow
      • Clustering the Active Power Consumption Using Clustering model in SQLFlow
      • Classify Cora Dataset Using GCN
      • Customize Data Analysis on SQLFlow Tutorial
      • Credit ScoreCard Model on SQLFlow
      • Use SQLFlow to Solve Optimization Problems
    • Design
      • SQLFlow Overall Design
      • SQLFlow Parser
      • Submitter
      • Piping Responses
      • Intermediate Representation
      • Compatibility with Various SQL Engines
      • ALPS Submitter
      • Explain 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
      • Feature Derivation
      • Closing the Producer Goroutine from the Consumer
      • Model Zoo
      • Workflow Package
      • SQL Program Dependency Analyze
      • Show Train Statement in SQLFlow
      • Model Market
      • Logs in SQLFlow
      • Auto Hyperparameter Tuning
      • Argo Workflow on SQLFLow
      • Comparisons of How to Contribute Models Designs
      • Diagnostic Attribute Error
      • Extend the SPARSE Column Transformer to Load Sparse Vectors in Different Data Formats
      • Feature Column Support in SQLFlow XGBoost models
      • Get the Model Metadata When Generating Prediction Workflow Codes
      • Mathematical Programming Solver with SQLFlow
      • Model Metadata Storage
      • Redesign the Numeric Column Clause in SQLFlow
      • SQLFlow Code Generator
      • SQLFlow Command Line Interface
      • SQLFlow Command-line Support Model Zoo Commands
      • SQLFlow Playground Server
      • SQLFlow Syntax Extension: TO RUN
    • ElasticDL
      • Getting Started with ElasticDL
      • ElasticDL Overall Design
      • Targeted Users
      • Dynamic Data Sharding Design
      • Concepts Design Doc
      • ElasticDL Parameter Server Design
      • High Performance Parameter Server Design
      • Design Doc: Distributed Embedding Layer
      • Design for Allreduce-based Training Support
      • Design Doc: Synchronous SGD
      • Design Doc: Asynchronous SGD
      • ElasticDL Training Checkpoints Design
      • Serving Design
      • Design to Support Custom Callback Using Keras API
      • Data IO Pipeline Design
      • Data Analysis and Tranformation
      • Design Overview for ElasticDL on SQLFlow
    • Contributes
      • Build from Source in a Docker Container
      • SQLFlow: Code Walkthrough
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