txnet 0.1

Keras inspired pure python neural network library

txnet

Keras inspired pure python neural network library

from txnet.models import Sequential
from txnet.layers import Dense, ReLU, Sigmoid

import numpy as np
x = np.array([
  [1, 1],
  [0, 1],
  [1, 0],
  [0, 0]
])

y = np.array([[0], [1], [1], [0]])

model = Sequential()
model.add(Dense(2, 5, 0.01))
model.add(ReLU())
model.add(Dense(5, 1, 0.01))
model.add(Sigmoid())

model.fit(x, y, 10000)

print(model.predict(x))