public void Awake()
{
if (!GenerateGraphFromCode)
{
return;
}
Random.InitState(0);
// return;
points = new List <Transform>();
for (float x = -1f; x < 1f; x += 0.1f)
{
for (float y = -1f; y < 1f; y += 0.1f)
{
var p = new GameObject("grid", typeof(SpriteRenderer));
p.transform.parent = transform;
p.GetComponent <SpriteRenderer>().sprite = Resources.Load <Sprite>("Box Neuron");
p.transform.localScale = new Vector3(0.1f, 0.1f, 1f);
grid.Add(p.GetComponent <SpriteRenderer>());
p.transform.localPosition = new Vector3(x, y, 0);
var c = gradient.Evaluate(0);
c.a = 0.4f;
p.GetComponent <SpriteRenderer>().color = c;
p.GetComponent <SpriteRenderer>().sortingOrder = -100;
}
}
for (int i = 0; i < 30; i++)
{
var p = new GameObject("point", typeof(SpriteRenderer));
p.transform.parent = transform;
p.GetComponent <SpriteRenderer>().sprite = Resources.Load <Sprite>("Box Neuron");
p.transform.localScale = new Vector3(0.05f, 0.05f, 1f);
points.Add(p.transform);
if (i < 16)
{
p.GetComponent <SpriteRenderer>().color = gradient.Evaluate(0);
p.transform.localPosition = Random.insideUnitCircle * 0.5f;
// p.transform.localPosition = Random.insideUnitCircle * 0.3f + new Vector2(-0.5f, 0);
p.tag = "low";
}
else
{
p.GetComponent <SpriteRenderer>().color = gradient.Evaluate(1);
p.transform.localPosition = Random.insideUnitCircle.normalized * 0.7f;
// p.transform.localPosition = Random.insideUnitCircle.normalized * 0.3f + new Vector2(0.5f, 0);
p.tag = "high";
}
}
var layer1 = new List <CONTENT_NeuronLstm>();
// input
for (int i = 0; i < 2; i++)
{
var g = new GameObject("input 0 (" + i + ")");
g.transform.localPosition = new Vector3(0, i);
var v = g.AddComponent <CONTENT_NodeValue>();
v.value = Random.Range(-0.5f, 0.5f);
v.display = v.gameObject.AddComponent <CONTENT_Display>();
v.canTrain = false;
input.Add(v);
}
// layer 1
for (int i = 0; i < 1; i++)
{
var g = new GameObject("layer 1 (" + i + ")");
g.transform.localPosition = new Vector3(1, i * 0.4f);
var n = g.AddComponent <CONTENT_NeuronLstm>();
foreach (var a in input)
{
foreach (var b in n.input)
{
CONTENT_ConnectionWeighted.Create(a, b);
}
// CONTENT_ConnectionWeighted.Create(item, n.input);
}
layer1.Add(n);
}
// // input
// for (int i = 0; i < 2; i++)
// {
// var g = new GameObject("input 0 (" + i + ")");
// g.transform.localPosition = new Vector3(0, i);
// var v = g.AddComponent<CONTENT_NodeValue>();
// v.value = Random.Range(-0.5f, 0.5f);
// v.display = v.gameObject.AddComponent<CONTENT_Display>();
// v.canTrain = false;
// input.Add(v);
// }
//
// // layer 1
// for (int i = 0; i < 6; i++)
// {
// var g = new GameObject("layer 1 (" + i + ")");
// g.transform.localPosition = new Vector3(1, i * 0.4f);
// var n = g.AddComponent<CONTENT_Neuron>();
// foreach (var item in input)
// {
// CONTENT_ConnectionWeighted.Create(item, n.input);
// }
// layer1.Add(n);
// }
// // layer 2
// for (int i = 0; i < 3; i++)
// {
// var g = new GameObject("layer 2 (" + i + ")");
// g.transform.localPosition = new Vector3(2, i * 0.66f);
// var n = g.AddComponent<CONTENT_Neuron>();
// foreach (var item in layer1)
// {
// CONTENT_ConnectionWeighted.Create(item.output, n.input);
// }
// layer2.Add(n);
// }
//
// output
{
var g = new GameObject("output");
g.transform.localPosition = new Vector3(3, 0);
output = g.AddComponent <CONTENT_NodeAdd>();
output.tag = "output";
output.display = output.gameObject.AddComponent <CONTENT_Display>();
foreach (var item in layer1)
{
CONTENT_ConnectionWeighted.Create(item.output, output);
// CONTENT_Connection.Create(item.output, output, true);
}
}
// CONTENT_ConnectionWeighted.Create(input[0], output);
}
public void Start()
{
CONTENT_ConnectionWeighted.Create(from, to, weight);
}
