def randomweights(ins, outs, n, m):
matrix = []
for i in range(outs):
list = []
for j in range(ins):
weight = backprop4.rand(n,m)
list.append(weight)
matrix.append(list)
return matrix
def randTest():
testgeister = []
d = {}
i = 680
while i < 799:
n = backprop4.rand(680,799)
d[n]=geisterdata[i]
i = i + 1
for i in d.keys():
testgeister.append(d[i])
return testgeister
def randValid():
validgeister = []
d = {}
i = 560
while i < 679:
n = backprop4.rand(560,679)
d[n]=geisterdata[i]
i = i + 1
for i in d.keys():
validgeister.append(d[i])
return validgeister
def randTraining():
newgeister = []
d = {}
i = 0
while i < 560:
n = backprop4.rand(0,559)
d[n]=geisterdata[i]
i = i + 1
for i in d.keys():
newgeister.append(d[i])
return newgeister
def randombias(outs, n, m):
list = []
for i in range(outs):
k = backprop4.rand(n,m)
list.append(k)
return list