Module sampling::histogram

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Expand description

Traits for implementing histograms for Wang Landau or entropic sampling. Contains histogram implementations for all primitive numbers

Structs

HistogramFast

Faster version of HistogramInt for Integers

HistogramFloat

Generic Histogram struct

HistogramInt

Generic Histogram for integer types

Enums

HistErrors

Possible Errors of the traits Histogram and HistogramVal

Traits

HasUnsignedVersion

Helper trait for efficient calculations in other implementations

Histogram

Implements histogram

HistogramCombine

Used to get a histogram, which contains the smaller histograms

HistogramIntervalDistance

Distance metric for how far a value is from a valid interval

HistogramPartition

Your Interval is to large to sample in a resonable amound of time? No problem

HistogramVal

  • trait used for mapping values of arbitrary type T to bins
  • used to create a histogram

    • IntervalOrder

    Trait for comparing two intervals

    Type Definitions

    HistF32

    Histogram for binning f32 - alias for HistogramFloat<f32>

    HistF64

    Histogram for binning f64 - alias for HistogramFloat<f64>

    HistI8

    Histogram for binning i8 - alias for HistogramIntiu8>

    HistI8Fast

    Histogram for binning i8 - alias for HistogramFastiu8>

    HistI16

    Histogram for binning i16 - alias for HistogramInt<i16>

    HistI16Fast

    Histogram for binning i16 - alias for HistogramFast<i16>

    HistI32

    Histogram for binning i32 - alias for HistogramInt<i32>

    HistI32Fast

    Histogram for binning i32 - alias for HistogramFast<i32>

    HistI64

    Histogram for binning i64 - alias for HistogramInt<i64>

    HistI64Fast

    Histogram for binning i64 - alias for HistogramFast<i64>

    HistI128

    Histogram for binning i128 - alias for HistogramInt<i128>

    HistI128Fast

    Histogram for binning i128 - alias for HistogramFast<i128>

    HistIsize

    Histogram for binning isize - alias for HistogramInt<isize>

    HistIsizeFast

    Histogram for binning isize - alias for HistogramFast<isize>

    HistU8

    Histogram for binning u8 - alias for HistogramInt<u8>

    HistU8Fast

    Histogram for binning u8 - alias for HistogramFast<u8>

    HistU16

    Histogram for binning u16 - alias for HistogramInt<u16>

    HistU16Fast

    Histogram for binning u16 - alias for HistogramFast<u16>

    HistU32

    Histogram for binning u32 - alias for HistogramInt<u32>

    HistU32Fast

    Histogram for binning u32 - alias for HistogramFast<u32>

    HistU64

    Histogram for binning u64 - alias for HistogramInt<u64>

    HistU64Fast

    Histogram for binning u64 - alias for HistogramFast<u64>

    HistU128

    Histogram for binning u128 - alias for HistogramInt<u128>

    HistU128Fast

    Histogram for binning u128 - alias for HistogramFast<u128>

    HistUsize

    Histogram for binning usize - alias for HistogramInt<usize>

    HistUsizeFast

    Histogram for binning usize- alias for HistogramFast<usize>