HiveNAS

Neural Architecture Search Using Artificial Bee Colony Optimization

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Getting Started

• About
  • Abstract
  • Full Paper
• Installation
  • PyPi (recommended)
  • Manual Installation
    • GIT
    • SVN
• Usage
  • Examples
  • Advanced Usage
    • CLI Arguments
    • Alternative Datasets

Technical Documentation

• API
  • HiveNAS
    • HiveNAS
      • find_topology
      • fully_train_topology
      • manual_arch_evaluation
      • set_reproducible
      • test_numerical_optimization
  • Benchmarks Package
    • Base
      • NumericalBenchmark
    • Rosenbrock
      • Rosenbrock
    • Sphere
      • Sphere
  • Config Package
    • Operation Cells
      • OperationCells
    • Params
      • Params
  • Core Package
    • Artificial Bee Colony Package
      • Artificial Bee Colony Optimizer
      • Artificial Bee (base class)
      • Employee Bee
      • Food Source
      • Onlooker Bee
      • Scout Bee
    • Neural Architecture Search Package
      • Adaptive Cutoff Threshold (ACT)
      • Evaluation Strategy
      • Momentum Evaluation (ME)
      • NAS Interface
      • Search Space
    • Objective Interface
      • ObjectiveInterface
  • Utils Package
    • Arg Parser
      • ArgParser
    • File Handler
      • FileHandler
    • Image Augmentation
      • ImgAug
    • Logger
      • Logger
    • Prompt Handler
      • PromptHandler
• Configuration
  • Framework Customization
  • Allowed YAML Tags
  • Parameters Table

General Guidelines

• Contributing
  • I Have a Question
  • I Want To Contribute
• License
  • MIT License
  • Citation

Indices and tables

• Index

• Module Index