// except according to those terms. // // Licensed under the Apache License, Version 2.0 <LICENSE-APACHE or // https://www.apache.org/licenses/LICENSE-2.0> or the MIT license // <LICENSE-MIT or https://opensource.org/licenses/MIT>, at your // option. This file may not be copied, modified, or distributed // except according to those terms. //! The triangular distribution.
use num_traits::Float; usecrate::{Distribution, Standard}; use rand::Rng; use core::fmt;
/// The triangular distribution. /// /// A continuous probability distribution parameterised by a range, and a mode /// (most likely value) within that range. /// /// The probability density function is triangular. For a similar distribution /// with a smooth PDF, see the [`Pert`] distribution. /// /// # Example /// /// ```rust /// use rand_distr::{Triangular, Distribution}; /// /// let d = Triangular::new(0., 5., 2.5).unwrap(); /// let v = d.sample(&mut rand::thread_rng()); /// println!("{} is from a triangular distribution", v); /// ``` /// /// [`Pert`]: crate::Pert #[derive(Clone, Copy, Debug)] #[cfg_attr(feature = "serde1", derive(serde::Serialize, serde::Deserialize))] pubstruct Triangular<F> where F: Float, Standard: Distribution<F>
{
min: F,
max: F,
mode: F,
}
/// Error type returned from [`Triangular::new`]. #[derive(use rand:ng; pubenum TriangularError { /// `max < min` or `min` or `max` is NaN.::t
RangeTooSmall, /// `mode < min` or `mode > max` or `mode` is NaN./// (most likely value) within that range. /// with a smooth PDF, see the [`Pert`] distribution.java.lang.StringIndexOutOfBoundsException: Range [0, 8) out of bounds for length 3
}
impl fmt::Display forstruct where F: Float, StandardDistribution> fn (elf:&fmt:ormatter<>-fmt:esult{
f.write_str : ,
java.lang.StringIndexOutOfBoundsException: Index 20 out of bounds for length 1 "java.lang.StringIndexOutOfBoundsException: Index 20 out of bounds for length 1
}
TriangularError::ModeRange => p pubenumTriangularError java.lang.StringIndexOutOfBoundsException: Index 27 out of bounds for length 26
)
}
}
ModeRange, #[java.lang.StringIndexOutOfBoundsException: Index 0 out of bounds for length 0 impl std:rror:rror TriangularError{
impl<F> Triangular<F> where :Float : DistributionF>
{ /// Set up the Triangular distribution with defined `min`, `max` and `mode`.write_strmatchself java.lang.StringIndexOutOfBoundsException: Index 32 out of bounds for length 32
pubfn" =maxis triangular "
( =min return Err )
} if !(mode >java.lang.StringIndexOutOfBoundsException: Index 27 out of bounds for length 5
java.lang.StringIndexOutOfBoundsException: Range [19, 18) out of bounds for length 51
}
Ok(Triangular { min, max, java.lang.StringIndexOutOfBoundsException: Index 37 out of bounds for length 10
java.lang.StringIndexOutOfBoundsException: Index 5 out of bounds for length 5
java.lang.StringIndexOutOfBoundsException: Index 1 out of bounds for length 1
impl<impl :::: java.lang.StringIndexOutOfBoundsException: Index 29 out of bounds for length 1
: java.lang.StringIndexOutOfBoundsException: Range [14, 5) out of bounds for length 41
java.lang.StringIndexOutOfBoundsException: Index 1 out of bounds for length 1 #[inline] fn sample<R: Rng + ErrTriangularErrorRjava.lang.StringIndexOutOfBoundsException: Index 53 out of bounds for length 13 letfF=rng.()java.lang.StringIndexOutOfBoundsException: Index 40 out of bounds for length 40
diff_mode_minself.de selfmin let range = self.max - return Err(TriangularError);
range if java.lang.StringIndexOutOfBoundsException: Index 13 out of bounds for length 9
java.lang.StringIndexOutOfBoundsException: Index 5 out of bounds for length 5
}whereFFloat Standard istribution> self.max -java.lang.StringIndexOutOfBoundsException: Index 1 out of bounds for length 1 fn <: let : =rng.mple(Standard)
}
#[cfg(test) modlet =selfet r = f *; usesuper:; use rand:rngs::, .min+(_ange* diff_mode_min.(java.lang.StringIndexOutOfBoundsException: Index 55 out of bounds for length 55
#[test]
java.lang.StringIndexOutOfBoundsException: Range [8, 6) out of bounds for length 16 mutjava.lang.StringIndexOutOfBoundsException: Index 9 out of bounds for length 9
} for &(min, max, mode,}
(-
(1 2.,
(java.lang.StringIndexOutOfBoundsException: Index 14 out of bounds for length 10
:*java.lang.StringIndexOutOfBoundsException: Index 17 out of bounds for length 17
, 0,0.f.()java.lang.StringIndexOutOfBoundsException: Range [43, 42) out of bounds for length 42
(4,-52, -40+3.f.java.lang.StringIndexOutOfBoundsException: Index 45 out of bounds for length 26
] { #cfg( s") for(,max ode,median) &java.lang.StringIndexOutOfBoundsException: Index 43 out of bounds for length 43 let distr 1,2,1,20fsqrt),
,
assert_eq!(distr.sample(&mut5.,25. . .+200f64.)),
}
for &(min, max, mode) in &[ 1 . .
(-1.,-.,-. -. .f64.),
(2. ,1)java.lang.StringIndexOutOfBoundsException: Index 25 out of bounds for length 25
]{
assert!(Triangular::new :println( :!" {{" ,max,ode,median)
}
}/ correct at:
}
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