ctrl V..... DONT BE SHIY PASTE THAT SHIT

[newomaster]

def run_once(self, inputs):
   if len(inputs) == self.width:
      pre_threshold = [inputs[index] * self.input_weights[index] + dot_product(self.internal_weights[index], self.output) + self.biases[index] for index in range(self.width)]
      self.output = [1 if pre_threshold[index] > self.thresholds[index] else 0 for index in range(self.width)]
      return list(self.output) 
   else:
      print("invalid input lengths")

def stochastic_run(self, probabilities, bitlength):
   inputs = [list(i) for i in zip(*[gen_prob(prob, bitlength, True) for prob in probabilities])]
   outputs = zip(*[self.run_once(inputs[index]) for index in range(len(inputs))])
   output_probs = [eval_prob(out_i) for out_i in outputs]
   return output_probs #returns the probability of encountering a 1