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πŸ“š ReductionML 0.1.0
πŸ“š ReductionML 0.1.0
  • GitHub
  • Getting started (Python)
  • Getting started (CLI)
  • Configuration
  • Input Formats
  • Model serialization
  • Reductions
    • CbAdf
    • CbExploreAdfGreedy
    • CbExploreAdfSoftmax
    • CbExploreAdfSquareCb
    • Elementwise Interaction
    • Coin

API Reference

  • Python
  • Rust
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CbExploreAdfSquareCbΒΆ

This reduction implements the SquareCB exploration algorithm described in this paper (Foster and Rakhlin (2020))

ConfigurationΒΆ

Typename: CbExploreAdfSquareCb

Property

Type

Default value

cbAdf

reduction

{"typename": "CbAdf"} - CbAdf

gammaExponent

number

0.5

gammaScale

number

10

uniformEpsilon

number

0

TypesΒΆ

  • Expects: CbLabel

  • Expects: CbAdfFeatures

  • Produces: ActionProbsPred

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Elementwise Interaction
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CbExploreAdfSoftmax
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  • CbExploreAdfSquareCb
    • Configuration
    • Types