# Definition for a binary tree node.
# class TreeNode:
# def __init__(self, val=0, left=None, right=None):
# self.val = val
# self.left = left
# self.right = right
import numpy as np
class Solution:
def averageOfLevels(self, root: Optional[TreeNode]) -> List[float]:
if not root:
return []
result = []
queue = collections.deque([root])
while queue:
level = []
for i in range(len(queue)):
node = queue.popleft()
level.append(node.val)
if node.left:
queue.append(node.left)
if node.right:
queue.append(node.right)
result.append(level)
result = [np.mean(row) for row in result]
return result