Function lsh_rs::stats::optimize_srp_params

pub fn optimize_srp_params(
    delta: f64, 
    cosine_sim: f64, 
    dim: usize, 
    k: &[usize], 
    vs: &[DataPoint]
) -> Result<Vec<OptRes>>

Does a grid search over parameter K where L is determined by the estimate_l function.

Arguments

• delta - Probability of not returning NN. P(NN) = 1 - δ
• cosine_sim - Cosine similarity distance within which the nearest neighbor should exist.
• dim - Dimension of the data points.
• vs - Data points.