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HyperGP v0.1 documentation

Contents:

  • Quick Start
  • Installation Guide
  • API Reference
    • HyperGP.GpOptimizer Module
    • HyperGP.executor Module
    • HyperGP.PrimitiveSet Module
    • HyperGP.Tensor
      • Supported Datatype
      • Basic Numerical Operations
        • HyperGP.tensor.add
        • HyperGP.tensor.sub
        • HyperGP.tensor.mul
        • HyperGP.tensor.div
        • HyperGP.tensor.sum
        • HyperGP.tensor.min
        • HyperGP.tensor.max
        • HyperGP.tensor.argmin
        • HyperGP.tensor.argmax
        • HyperGP.tensor.mean
        • HyperGP.tensor.std
        • HyperGP.tensor.var
        • HyperGP.tensor.sqrt
        • HyperGP.tensor.abs
        • HyperGP.tensor.loge
        • HyperGP.tensor.log10
        • HyperGP.tensor.log2
        • HyperGP.tensor.sin
        • HyperGP.tensor.cos
        • HyperGP.tensor.tan
        • HyperGP.tensor.arcsin
        • HyperGP.tensor.arccos
        • HyperGP.tensor.arctan
        • HyperGP.tensor.exp
        • HyperGP.tensor.ceil
        • HyperGP.tensor.floor
        • HyperGP.tensor.sign
        • HyperGP.tensor.concatenate
        • HyperGP.tensor.where
        • HyperGP.tensor.all
        • HyperGP.tensor.any
        • HyperGP.tensor.zeros
        • HyperGP.tensor.empty
        • HyperGP.tensor.ones
        • HyperGP.tensor.full
        • HyperGP.tensor.uniform
        • HyperGP.tensor.T
        • HyperGP.tensor.dot
        • HyperGP.tensor.inv
        • HyperGP.tensor.det
        • HyperGP.tensor.diagonal_sum
      • Broadcast Operations
        • HyperGP.tensor.add
        • HyperGP.tensor.sub
        • HyperGP.tensor.mul
        • HyperGP.tensor.div
        • HyperGP.tensor.sum
        • HyperGP.tensor.min
        • HyperGP.tensor.max
        • HyperGP.tensor.argmin
        • HyperGP.tensor.argmax
        • HyperGP.tensor.mean
        • HyperGP.tensor.std
        • HyperGP.tensor.var
        • HyperGP.tensor.T
        • HyperGP.tensor.dot
        • HyperGP.tensor.inv
        • HyperGP.tensor.det
        • HyperGP.tensor.diagonal_sum
      • NN Operations
        • HyperGP.nn.gauss_filter
        • HyperGP.nn.lap_filter
        • HyperGP.nn.sobel_filter
        • HyperGP.nn.mean_filter
        • HyperGP.nn.median_filter
        • HyperGP.nn.conv_2D
    • Population module
    • States
      • HyperGP.states.ProgBuildStates
      • HyperGP.states.PopBaseStates
      • HyperGP.states.ParaStates
    • GP Representation: Individual Module
  • Developer Guide
  • User Library
    • Basic Operators
      • Crossover Operations
      • Mutation Operations
      • Selection Operations
  • User Guide
    • Symbolic Regression
    • Image Classification
    • Multi-Population Run
    • Multi Task

API Reference:

  • HyperGP.Tensor
    • Supported Datatype
    • Basic Numerical Operations
      • HyperGP.tensor.add
      • HyperGP.tensor.sub
      • HyperGP.tensor.mul
      • HyperGP.tensor.div
      • HyperGP.tensor.sum
      • HyperGP.tensor.min
      • HyperGP.tensor.max
      • HyperGP.tensor.argmin
      • HyperGP.tensor.argmax
      • HyperGP.tensor.mean
      • HyperGP.tensor.std
      • HyperGP.tensor.var
      • HyperGP.tensor.sqrt
      • HyperGP.tensor.abs
      • HyperGP.tensor.loge
      • HyperGP.tensor.log10
      • HyperGP.tensor.log2
      • HyperGP.tensor.sin
      • HyperGP.tensor.cos
      • HyperGP.tensor.tan
      • HyperGP.tensor.arcsin
      • HyperGP.tensor.arccos
      • HyperGP.tensor.arctan
      • HyperGP.tensor.exp
      • HyperGP.tensor.ceil
      • HyperGP.tensor.floor
      • HyperGP.tensor.sign
      • HyperGP.tensor.concatenate
      • HyperGP.tensor.where
      • HyperGP.tensor.all
      • HyperGP.tensor.any
      • HyperGP.tensor.zeros
      • HyperGP.tensor.empty
      • HyperGP.tensor.ones
      • HyperGP.tensor.full
      • HyperGP.tensor.uniform
      • HyperGP.tensor.T
      • HyperGP.tensor.dot
      • HyperGP.tensor.inv
      • HyperGP.tensor.det
      • HyperGP.tensor.diagonal_sum
    • Broadcast Operations
      • HyperGP.tensor.add
      • HyperGP.tensor.sub
      • HyperGP.tensor.mul
      • HyperGP.tensor.div
      • HyperGP.tensor.sum
      • HyperGP.tensor.min
      • HyperGP.tensor.max
      • HyperGP.tensor.argmin
      • HyperGP.tensor.argmax
      • HyperGP.tensor.mean
      • HyperGP.tensor.std
      • HyperGP.tensor.var
      • HyperGP.tensor.T
      • HyperGP.tensor.dot
      • HyperGP.tensor.inv
      • HyperGP.tensor.det
      • HyperGP.tensor.diagonal_sum
    • NN Operations
      • HyperGP.nn.gauss_filter
      • HyperGP.nn.lap_filter
      • HyperGP.nn.sobel_filter
      • HyperGP.nn.mean_filter
      • HyperGP.nn.median_filter
      • HyperGP.nn.conv_2D
  • HyperGP.GpOptimizer Module
  • HyperGP.executor Module
  • Population module
  • HyperGP.PrimitiveSet Module
  • GP Representation: Individual Module
  • States
    • HyperGP.states.ProgBuildStates
    • HyperGP.states.PopBaseStates
    • HyperGP.states.ParaStates

User Guide:

  • Multi-Population Run
  • Multi Task
  • Self define
  • Symbolic Regression
  • Image Classification
  • .rst

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By ZhitongMa

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