human
Can you provide a Python code to find the maximum product formed by multiplying numbers of an increasing subsequence of that array given the following:
Write a function to find the maximum product formed by multiplying numbers of an increasing subsequence of that array. Here is a solution in Python:
assistant
#Here is Python code to find the maximum product formed by multiplying numbers of an increasing subsequence of that array.
 def max_product(arr):   
  n = len(arr)
  mpis = arr[:]
  for i in range(n): 
    current_prod = arr[i]
    j = i + 1
    while j < n:
      if arr[j-1] > arr[j]: 
        break
      current_prod *= arr[j]
      if current_prod > mpis[j]:
        mpis[j] = current_prod 
      j = j + 1
  return max(mpis)