Fix FloatingPointError

✅ Solution

FloatingPointError in NumPy often arises from operations like division by zero or taking the logarithm of a negative number. To fix it, carefully inspect your code for such operations and add checks to prevent them. For instance, use numpy.where to conditionally apply functions avoiding invalid inputs or add a small epsilon value to denominators to prevent division by zero.