This commit is contained in:
Jonas Braus
2026-03-04 23:27:19 +01:00
commit d95ba0a638
6 changed files with 209 additions and 0 deletions
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import random
class Connection:
def __init__(self, in_, out_):
self.weight = random.uniform(-1.0, 1.0)
self.in_ = in_
self.out_ = out_
self.value = 0.0
def transfer(self, value:float):
self.value = value
def adjust(self, delta:float, learning_rate:float):
old_weight = self.weight
gradient = delta * self.value
self.weight += learning_rate * gradient
if self.in_ is None:
return
error_for_prev = delta * old_weight
self.in_.adjust(error_for_prev, learning_rate)