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

AtomicHistogramFloat
Generic Histogram struct
AtomicHistogramInt
Generic Histogram for integer types
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

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

    AtomicHistF32
    Histogram for binning f32 - alias for HistogramFloat<f32>
    AtomicHistF64
    Histogram for binning f64 - alias for HistogramFloat<f64>
    AtomicHistI8
    Histogram for binning i8 - alias for AtomicHistogramIntiu8>
    AtomicHistI16
    Histogram for binning i16 - alias for AtomicHistogramInt<i16>
    AtomicHistI32
    Histogram for binning i32 - alias for AtomicHistogramInt<i32>
    AtomicHistI64
    Histogram for binning i64 - alias for AtomicHistogramInt<i64>
    AtomicHistI128
    Histogram for binning i128 - alias for AtomicHistogramInt<i128>
    AtomicHistIsize
    Histogram for binning isize - alias for AtomicHistogramInt<isize>
    AtomicHistU8
    Histogram for binning u8 - alias for AtomicHistogramInt<u8>
    AtomicHistU16
    Histogram for binning u16 - alias for AtomicHistogramInt<u16>
    AtomicHistU32
    Histogram for binning u32 - alias for AtomicHistogramInt<u32>
    AtomicHistU64
    Histogram for binning u64 - alias for AtomicHistogramInt<u64>
    AtomicHistU128
    Histogram for binning u128 - alias for AtomicHistogramInt<u128>
    AtomicHistUsize
    Histogram for binning usize - alias for AtomicHistogramInt<usize>
    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>