linfa_reduction/diffusion_map/
mod.rs

1//! Diffusion Map
2//!
3//! The diffusion map computes an embedding of the data by applying PCA on the diffusion operator
4//! of the data. It transforms the data along the direction of the largest diffusion flow and is therefore
5//! a non-linear dimensionality reduction technique. A normalized kernel describes the high dimensional
6//! diffusion graph with the (i, j) entry the probability that a diffusion happens from point i to
7//! j.
8//!
9mod algorithms;
10mod hyperparams;
11
12pub use algorithms::*;
13pub use hyperparams::*;