operands could not be broadcast together with shapes (4184,5) (4184,)
时间: 2024-04-08 18:30:00 浏览: 43
This error message indicates that there is an issue with broadcasting the shapes of two arrays. In this case, one array has a shape of (4184, 5) and the other has a shape of (4184).
To perform broadcasting, the dimensions of the arrays need to be compatible. In this case, the second array should have a shape of (4184, 1) to match the first array's shape of (4184, 5).
To fix this issue, you can reshape the second array by adding an additional dimension using the `np.newaxis` keyword. Here's an example:
```python
import numpy as np
array1 = np.random.rand(4184, 5)
array2 = np.random.rand(4184)
# Reshape array2 to (4184, 1)
array2_reshaped = array2[:, np.newaxis]
# Perform the desired operation
result = array1 + array2_reshaped
```
By reshaping `array2` to have a shape of (4184, 1), it becomes compatible for broadcasting with `array1`.
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