Module sampling::histogram

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
• BinningWithWidth
  Generic binning meant for any integer type
• FastSingleIntBinning
  Generic binning meant for any integer type
• GenericAtomicHist
  Provides Histogram functionallity
• GenericHist
  Provides Histogram functionallity
• HistogramFast
  Faster version of HistogramInt for Integers
• HistogramFloat
  Generic Histogram struct
• HistogramInt
  Generic Histogram for integer types

Enums

• Bin
  Definition of a Bin
• BinType
• HistErrors
  Possible Errors of the traits Histogram and HistogramVal

Traits

• AtomicHistogram
  Implements histogram
• AtomicHistogramVal
  trait used for mapping values of arbitrary type T to binsused to create a histogram
• BinDisplay
  Trait used to display bins
• Binning
  Implements Binning
• 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 reasonable amount of time? No problem
• HistogramVal
  trait used for mapping values of arbitrary type T to binsused to create a histogram
• IntervalOrder
  Trait for comparing two intervals

Type Aliases

• 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>
• BinningI8
  Efficient binning for i8 with bins of width 1
• BinningI16
  Efficient binning for i16 with bins of width 1
• BinningI32
  Efficient binning for i32 with bins of width 1
• BinningI64
  Efficient binning for i64 with bins of width 1
• BinningI128
  Efficient binning for i128 with bins of width 1
• BinningISIZE
  Efficient binning for isize with bins of width 1
• BinningU8
  Efficient binning for u8 with bins of width 1
• BinningU16
  Efficient binning for u16 with bins of width 1
• BinningU32
  Efficient binning for u32 with bins of width 1
• BinningU64
  Efficient binning for u64 with bins of width 1
• BinningU128
  Efficient binning for u128 with bins of width 1
• BinningUSIZE
  Efficient binning for usize with bins of width 1
• FastBinningI8
  Efficient binning for i8 with bins of width 1
• FastBinningI16
  Efficient binning for i16 with bins of width 1
• FastBinningI32
  Efficient binning for i32 with bins of width 1
• FastBinningI64
  Efficient binning for i64 with bins of width 1
• FastBinningI128
  Efficient binning for i128 with bins of width 1
• FastBinningISIZE
  Efficient binning for isize with bins of width 1
• FastBinningU8
  Efficient binning for u8 with bins of width 1
• FastBinningU16
  Efficient binning for u16 with bins of width 1
• FastBinningU32
  Efficient binning for u32 with bins of width 1
• FastBinningU64
  Efficient binning for u64 with bins of width 1
• FastBinningU128
  Efficient binning for u128 with bins of width 1
• FastBinningUSIZE
  Efficient binning for usize with bins of width 1
• 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>