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  • Tutorial
  • API Doc
  • Examples
  • Ecosystem
    • EvoMO
    • EvoRL
    • EvoGP
    • TensorNEAT
    • TensorRVEA
    • TensorACO
    • EvoXBench
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  • English
  • 中文

Getting Started

  • EvoX Tutorial
    • 1. Introduction
    • 2. Installation and Environment Setup
    • 3. Basic Operations
    • 4. Advanced Features
    • 5. Development and Extension
    • 6. Troubleshooting and Optimization
    • 7. Practical Examples
  • Installation Guide
    • Python Installation Guide
    • EvoX Installation Guide
  • Developer Guide
    • Develop environment
    • Working with Module in EvoX
    • Custom algorithms and problems in EvoX
    • Deploy HPO with Custom Algorithms
    • Document Writing Guide
  • Experimental Features
    • Multi-GPU and Distributed Workflow

Additional Resources

  • API Reference
    • evox
      • evox.metrics
        • evox.metrics.igd
        • evox.metrics.gd
        • evox.metrics.hv
      • evox.operators
        • evox.operators.sampling
          • evox.operators.sampling.uniform
          • evox.operators.sampling.latin_hypercube
          • evox.operators.sampling.gird
        • evox.operators.mutation
          • evox.operators.mutation.pm_mutation
        • evox.operators.selection
          • evox.operators.selection.tournament_selection
          • evox.operators.selection.find_pbest
          • evox.operators.selection.rvea_selection
          • evox.operators.selection.non_dominate
        • evox.operators.crossover
          • evox.operators.crossover.sbx_half
          • evox.operators.crossover.sbx
          • evox.operators.crossover.differential_evolution
      • evox.problems
        • evox.problems.neuroevolution
          • evox.problems.neuroevolution.brax
          • evox.problems.neuroevolution.mujoco_playground
          • evox.problems.neuroevolution.supervised_learning
        • evox.problems.numerical
          • evox.problems.numerical.basic
          • evox.problems.numerical.cec2022
          • evox.problems.numerical.dtlz
        • evox.problems.hpo_wrapper
      • evox.algorithms
        • evox.algorithms.mo
          • evox.algorithms.mo.rveaa
          • evox.algorithms.mo.moead
          • evox.algorithms.mo.hype
          • evox.algorithms.mo.nsga2
          • evox.algorithms.mo.rvea
          • evox.algorithms.mo.nsga3
        • evox.algorithms.so
          • evox.algorithms.so.pso_variants
          • evox.algorithms.so.es_variants
          • evox.algorithms.so.de_variants
      • evox.utils
        • evox.utils.re_export
        • evox.utils.jit_fix_operator
        • evox.utils.op_register
        • evox.utils.parameters_and_vector
      • evox.workflows
        • evox.workflows.eval_monitor
        • evox.workflows.std_workflow
      • evox.core
        • evox.core.module
        • evox.core.components
      • evox.vis_tools
        • evox.vis_tools.exv
        • evox.vis_tools.plot
  • Examples
    • Numerical Optimization
    • Multi-Objective Algorithm
    • Solving Brax Problems in EvoX
    • Neuroevolution for machine learning
    • Efficient HPO with EvoX
    • Custom Algorithm and Problem
  • Miscellaneous
    • Selecting GPU / CPU
    • Use Non-NVIDIA GPUs
    • Linux Distribution and GPU Driver
    • Transformation from MATLAB to PyTorch and EvoX
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  1. EvoX /
  2. EvoX Tutorial

EvoX Tutorial¶

  • 1. Introduction
  • 2. Installation and Environment Setup
  • 3. Basic Operations
  • 4. Advanced Features
  • 5. Development and Extension
  • 6. Troubleshooting and Optimization
  • 7. Practical Examples
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2022, Bill Huang

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