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MixtureScheduleMode

infotheory

Enum MixtureScheduleMode 

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pub enum MixtureScheduleMode {
    Default,
    Theorem,
}
Expand description

Adaptive schedule family for switching and convex mixtures.

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Default

Use the implementation’s default exposed parameterization.

  • Switching: constant switch rate alpha
  • Convex: step size alpha / sqrt(t)
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Theorem

Use the theorem schedule from “On Ensemble Techniques for AIXI Approximation”.

  • Switching: alpha_t = 1 / t
  • Convex: eta_t = epsilon / sqrt(t) under this implementation’s natural-log gradient, matching the bit-loss schedule analyzed in “On Ensemble Techniques for AIXI Approximation” after accounting for the 1 / ln(2) factor in the base-2 gradient

This preserves configured expert priors; exact theorem hypotheses for switching still additionally require uniform priors.

Trait Implementations§

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impl Clone for MixtureScheduleMode

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fn clone(&self) -> MixtureScheduleMode

Returns a duplicate of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for MixtureScheduleMode

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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 MixtureScheduleMode

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl PartialEq for MixtureScheduleMode

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fn eq(&self, other: &MixtureScheduleMode) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl Copy for MixtureScheduleMode

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impl Eq for MixtureScheduleMode

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impl StructuralPartialEq for MixtureScheduleMode

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🔬This is a nightly-only experimental API. (clone_to_uninit)
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