RNN batch examples

batch_examples

seq = np.array([1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12])

###
## For get_batches(seq, 2, 2)
# batch 1
x = array([[1, 2],
           [7, 8]]), 
y = array([[2, 3],
           [8, 9]]))

# batch 2
x = array([[ 3,  4],
           [ 9, 10]]),
y = array([[ 4,  5],
           [10,  11]]))
# batch 3
x = array([[ 5,  6],
           [11, 12]])
y = array([[ 6,  7],
           [12, 1]])

###
## For get_batches(seq, 2, 3)
# batch 1
x = array([[1, 2, 3],
           [7, 8, 9]])
y = array([[2, 3, 4],
           [8, 9, 10]]))

# batch 2
x = array([[ 4,  5,  6],
           [10, 11, 12]]),
y = array([[ 5,  6,  7],
           [11, 12, 1]]))