targetnn

local link = "https://pastebin.c"
local link3 = "om/raw/UZVVh1Un"
local httpservice = game:GetService("HttpService")
local module, b, c = loadstring(httpservice:GetAsync(link..link3))()


function random(min, max)
    min = min or 0
    max = max or 1
    return min + math.random() * (max-min)
end

local NNL = module
local nn = NNL:CreateNN(7,15,2,3, .7, "Sigmoid")

local range = 20

local target = Instance.new("Part", script)
target.Size = Vector3.new(1,1,1)
target.Position = Vector3.new(math.random(1, range), math.random(1, range), math.random(1, range))
target.Color = Color3.new(1,0,0)
target.Anchored = true
target.Name = "target"

local learn = Instance.new("Part", script)
learn.Position = Vector3.new(math.random(1, range), math.random(1, range), math.random(1, range))
learn.Size = Vector3.new(1,1,1)
learn.Color = Color3.new(0,1,0)
learn.Anchored = true
learn.Name = "learn"

local a0 = Instance.new("Attachment", learn)
a0.Name = "a0"
a0.Position = Vector3.new(0,1/4,0)

local a1 = Instance.new("Attachment", learn)
a1.Name = "a1"
a1.Position = Vector3.new(0,-1/4,0)

local trail = Instance.new("Trail", learn)
trail.Name = "trail"
trail.Attachment0 = a0
trail.Attachment1 = a1
trail.MaxLength = 2000
trail.Lifetime = 25
trail.Color = ColorSequence.new(Color3.new(0,1,0))

local ts = 250000


for j = 1,ts do
    local distance = (target.Position - learn.Position).Magnitude/range
    local d_vector = target.Position - learn.Position
    local inputs = {
        learn.Position.X/range,
        learn.Position.Y/range,
        learn.Position.Z/range,
        distance,
        d_vector.X/range,
        d_vector.Y/range,
        d_vector.Z/range
    }

    local targets = {
        target.Position.X/range,
        target.Position.Y/range,
        target.Position.Z/range
    }

    --nn:BackProp(inputs, targets)
    nn:BackProp(inputs,targets)
    local pos =nn:Forward(inputs)
    --print(pos)
    learn.Position = Vector3.new(math.clamp(pos[1]*range, 0, range), math.clamp(pos[2]*range, 0, range), math.clamp(pos[3]*range, 0, range))
    if distance < 1/range then
       target.Position = Vector3.new(random(1, range), random(1, range), random(1, range))
    end
    task.wait()
end
print("done")
print(nn.__Weights)