#neural #pure #net #neural-network #entity #networking #rogue

bin+lib rogue-net

Pure Rust implementation of the RogueNet neural network

9 unstable releases (3 breaking)

0.4.1 Oct 1, 2022
0.4.0 Sep 29, 2022
0.3.0 Sep 22, 2022
0.2.4 Jul 30, 2022
0.1.0 Jul 23, 2022

#666 in Machine learning

23 downloads per month
Used in entity-gym-rs

MIT/Apache

165KB
2K SLoC

Rust 1.5K SLoC // 0.0% comments Rusty Object Notation 403 SLoC

RogueNet Rust

Crates.io MIT/Apache 2.0 Crates.io Discord Actions Status

The rogue-net crate provides a pure Rust implementation of the RogueNet neural network. It can be used to load agents created with the Entity Neural Network Trainer and use them inside Rust applications.

use std::collections::HashMap;
use ndarray::prelude::*;
use rogue_net::RogueNet;

let rogue_net = RogueNet::load("checkpoint-dir");
let mut entities = HashMap::new();
entities.insert("Head".to_string(), array![[3.0, 4.0]]);
entities.insert("SnakeSegment".to_string(), array![[3.0, 4.0], [4.0, 4.0]]);
entities.insert("Food".to_string(), array![[3.0, 5.0], [8.0, 4.0]]);
let (action_probs, actions) = rogue_net.forward(&entities);

Dependencies

~14–25MB
~378K SLoC