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UDAO 1.0 documentation

User Guide:

  • User Guide
    • Introduction
    • Data processing
    • Modeling the objective function
    • Optimizing the objective function(s)
    • Defining an optimization element
    • The case of MOGD

API Reference:

  • API Reference Guide
    • Data processing API
      • Containers
      • Extractors
      • Preprocessors
      • Iterators
      • DataProcessor
      • DataHandler
      • Embedders
    • Model API
      • Embedders
      • Regressors
      • Udao Model
    • Optimization API
      • Concepts
      • Single Objective Optimization
      • Multi-Objective Optimization
  • .rst

User Guide

User Guide#

This section of the documentation contains information on the usage of the UDAO package. It is divided into several parts:

  • Introduction
    • Objective
    • Modules
  • Data processing
    • Feature extraction
    • Building an iterator
    • Additional processing
    • Full data pipeline
    • Setting up a simple tabular data pipeline
  • Modeling the objective function
    • The case of query plans
  • Optimizing the objective function(s)
    • Concepts
    • Defining a problem
    • Defining a solver
    • Putting it all together
  • Defining an optimization element
  • The case of MOGD

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By Julien Fontanarava, Chenghao Lyu

© Copyright 2023, Chenghao Lyu.