probabilistic_bisector 0.2.0

bisection for one-dimensional functions in the presence of noise
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33

use trellis_runner::{RunSummary, Termination};

use crate::{InferenceState, Interval, PBError};

#[derive(Clone, Debug)]
pub struct ProbabilisticBisectionResult<T> {
    pub interval: Interval<T>,
    pub termination: Termination,
    pub summary: RunSummary<T>,
    // pub diagnostics: SolverDiagnostics<T>,
}

#[derive(Clone, Debug)]
pub struct SolverDiagnostics<T> {
    pub observations: usize,
    pub knots: usize,
    pub final_scaled_interval: Interval<T>,
    pub final_posterior_median: T,
    pub sign_indeterminate: bool,
}

#[derive(thiserror::Error, Debug)]
pub enum ProbabilisticBisectionError<T> {
    #[error("error in problem preprocessing: {0}")]
    Preprocessing(#[from] PBError<T>),

    #[error("error during solver execution: {error}")]
    Running {
        error: PBError<T>,
        summary: RunSummary<T>,
        state: InferenceState<T>,
    },
}