Fixed and prettified some imprecisions to old docstrings and added new ones in `ctbn.rs`

pull/68/head
Meliurwen 2 years ago
parent 672de56c31
commit 616d5ec3d5
Signed by: meliurwen
GPG Key ID: 818A8B35E9F1CE10
  1. 24
      reCTBN/src/ctbn.rs

@ -5,16 +5,18 @@ use ndarray::prelude::*;
use crate::network;
use crate::params::{Params, ParamsTrait, StateType};
///CTBN network. It represents both the structure and the parameters of a CTBN. CtbnNetwork is
///composed by the following elements:
///- **adj_metrix**: a 2d ndarray representing the adjacency matrix
///- **nodes**: a vector containing all the nodes and their parameters.
///The index of a node inside the vector is also used as index for the adj_matrix.
/// It represents both the structure and the parameters of a CTBN.
///
///# Examples
/// # Arguments
///
///```
///
/// * `adj_matrix` - A 2D ndarray representing the adjacency matrix
/// * `nodes` - A vector containing all the nodes and their parameters.
///
/// The index of a node inside the vector is also used as index for the `adj_matrix`.
///
/// # Example
///
/// ```rust
/// use std::collections::BTreeSet;
/// use reCTBN::network::Network;
/// use reCTBN::params;
@ -66,12 +68,14 @@ impl CtbnNetwork {
}
impl network::Network for CtbnNetwork {
/// Initialize an Adjacency matrix.
fn initialize_adj_matrix(&mut self) {
self.adj_matrix = Some(Array2::<u16>::zeros(
(self.nodes.len(), self.nodes.len()).f(),
));
}
/// Add a new node.
fn add_node(&mut self, mut n: Params) -> Result<usize, network::NetworkError> {
n.reset_params();
self.adj_matrix = Option::None;
@ -79,6 +83,7 @@ impl network::Network for CtbnNetwork {
Ok(self.nodes.len() - 1)
}
/// Connect two nodes with a new edge.
fn add_edge(&mut self, parent: usize, child: usize) {
if let None = self.adj_matrix {
self.initialize_adj_matrix();
@ -94,6 +99,7 @@ impl network::Network for CtbnNetwork {
0..self.nodes.len()
}
/// Get the number of nodes of the network.
fn get_number_of_nodes(&self) -> usize {
self.nodes.len()
}
@ -138,6 +144,7 @@ impl network::Network for CtbnNetwork {
.0
}
/// Get all the parents of the given node.
fn get_parent_set(&self, node: usize) -> BTreeSet<usize> {
self.adj_matrix
.as_ref()
@ -149,6 +156,7 @@ impl network::Network for CtbnNetwork {
.collect()
}
/// Get all the children of the given node.
fn get_children_set(&self, node: usize) -> BTreeSet<usize> {
self.adj_matrix
.as_ref()

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