Struct DeepWalk 

pub struct DeepWalk { /* private fields */ }

DeepWalk: Random walk-based graph embedding

Implementations

impl DeepWalk

pub fn new(_embeddingdim: usize) -> Self

Create a new DeepWalk transformer

pub fn with_n_walks(self, nwalks: usize) -> Self

Set the number of walks per node

pub fn with_walk_length(self, walklength: usize) -> Self

Set the walk length

pub fn with_window_size(self, windowsize: usize) -> Self

Set the window size

pub fn with_random_state(self, seed: u64) -> Self

Set random state

pub fn fit_transform(&self, adjacency: &Array2<f64>) -> Result<Array2<f64>>

Fit and transform the adjacency matrix to node embeddings