tf.eye

Создаёт единичную матрицу или набор матриц.

tf.eye(
    num_rows, num_columns=None, batch_shape=None, dtype=tf.dtypes.float32, name=None
)

См. также tf.ones, tf.zeros, tf.fill, tf.one_hot.

# Construct one identity matrix.
tf.eye(2)
==> [[1., 0.],
     [0., 1.]]

# Construct a batch of 3 identity matrices, each 2 x 2.
# batch_identity[i, :, :] is a 2 x 2 identity matrix, i = 0, 1, 2.
batch_identity = tf.eye(2, batch_shape=[3])

# Construct one 2 x 3 "identity" matrix
tf.eye(2, num_columns=3)
==> [[ 1.,  0.,  0.],
     [ 0.,  1.,  0.]]