test-linear.py

from miniflow import *

x, y, z = Input(), Input(), Input()
inputs = [x, y, z]

weight_x, weight_y, weight_z = Input(), Input(), Input()
weights = [weight_x, weight_y, weight_z]

bias = Input()

f = Linear(inputs, weights, bias)

feed_dict = {
    x: 6,
    y: 14,
    z: 3,
    weight_x: 0.5,
    weight_y: 0.25,
    weight_z: 1.4,
    bias: 2
}

graph = topological_sort(feed_dict)
output = forward_pass(f, graph)

print(output)