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@stsoftware/neat-ai@0.121.0
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stSoftwareAU/NEAT-AI

NEAT Neural Network. This project is a unique implementation of a neural network based on the NEAT (NeuroEvolution of Augmenting Topologies) algorithm, written in DenoJS using TypeScript.

This package works with Deno
This package works with Deno
JSR Score
94%
Published
5 months ago (0.121.0)
Package root>test>NeuronUUID.ts
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import type { CreatureInternal } from "../src/architecture/CreatureInterfaces.ts";
import { assert, assertEquals } from "jsr:@std/assert@^1.0.8";
import { Creature } from "../src/Creature.ts";

((globalThis as unknown) as { DEBUG: boolean }).DEBUG = true;

Deno.test("generateUUID", () => {
  const creature: CreatureInternal = {
    neurons: [
      {
        bias: 0,
        index: 5,
        type: "hidden",
        squash: "IDENTITY",
      },
      {
        bias: 0.1,
        index: 6,
        type: "output",
        squash: "IDENTITY",
      },
      {
        bias: 0.2,
        index: 7,
        type: "output",
        squash: "IDENTITY",
      },
    ],
    synapses: [
      {
        weight: -0.1,
        from: 1,
        to: 5,
      },
      {
        weight: 0.2,
        from: 4,
        to: 7,
      },
      {
        weight: 0.1,
        from: 5,
        to: 6,
      },
    ],
    input: 5,
    output: 2,
    tags: [
      { name: "hello", value: "world" },
    ],
    score: -0.1111,
  };

  const n1 = Creature.fromJSON(creature);

  n1.neurons.forEach((n) => {
    assert(n.uuid, "Must have a UUID");
  });

  const j1 = n1.exportJSON();
  const n2 = Creature.fromJSON(j1);

  for (let i = 0; i < n1.neurons.length; i++) {
    assertEquals(n1.neurons[i].uuid, n2.neurons[i].uuid);
  }
});