Struct Config 

pub struct Config {
    pub n_clauses: usize,
    pub n_features: usize,
    pub n_states: i16,
    pub s: f32,
}

Overview

Configuration parameters for a Tsetlin Machine.

Fields

n_clauses: usize

n_features: usize

n_states: i16

s: f32

Implementations

impl Config

pub fn builder() -> ConfigBuilder

Overview

Creates a new ConfigBuilder.

pub fn validate(&self) -> Result<()>

Overview

Validates configuration parameters.

pub fn prob_strengthen(&self) -> f32

Overview

Pre-computed probability for strengthening: (s-1)/s.

pub fn prob_weaken(&self) -> f32

Overview

Pre-computed probability for weakening: 1/s.

pub fn threshold_strengthen(&self) -> u32

Overview

Pre-computed integer threshold for strengthening.

Converts float probability to u32 for faster comparison: rng.random::<u32>() < threshold is ~2x faster than float comparison.

pub fn threshold_weaken(&self) -> u32

Overview

Pre-computed integer threshold for weakening.

Trait Implementations

impl Clone for Config

fn clone(&self) -> Config

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for Config

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl PartialEq for Config

fn eq(&self, other: &Config) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Copy for Config

impl StructuralPartialEq for Config