RuntimeWarning: overflow encountered in add
时间: 2023-11-23 15:06:02 浏览: 85
This warning occurs when the result of a mathematical operation exceeds the maximum value that can be represented in the computer's memory. This can happen when working with very large numbers or when performing complex calculations that involve a lot of additions or multiplications.
To address this warning, you can try the following:
1. Use a data type that can handle larger numbers, such as numpy's `float128` or `decimal.Decimal`.
2. Break down complex calculations into smaller steps to avoid overflowing.
3. Check if there is an issue with your input data, as it might be causing the overflow.
4. Normalize your input data before performing calculations.
5. Use libraries or functions that are designed to handle large numbers, such as mpmath or gmpy2.
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