frame_plugins::influence

Struct CappedLinearModel

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pub struct CappedLinearModel;
Expand description

Provides a capped linear influence model with an upper bound.

f(x) = min(x, max_influence)

  • x: input value (e.g., stake, score)
  • max_influence: maximum allowed influence

§Characteristics

  • Grows linearly until reaching a fixed cap.
  • Prevents outliers or large inputs from dominating.

§Applications

  • Capped voting power
  • Anti-sybil systems
  • Influence throttling in distributed systems

§References

  • https://en.wikipedia.org/wiki/Quadratic_voting
  • https://en.wikipedia.org/wiki/Reputation_system

Trait Implementations§

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impl Debug for CappedLinearModel

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for CappedLinearModel

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fn default() -> CappedLinearModel

Returns the “default value” for a type. Read more
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impl<Input> PurePluginModel<Input, CappedLinearModelConfig<Input>, Input> for CappedLinearModel
where Input: Copy + PartialOrd,

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fn compute( &self, input: Input, context: &CappedLinearModelConfig<Input>, ) -> Input

Computes the model’s output for a given immutable input and context.

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