How to delete an object from a numpy array without knowing the index

You can find the index/indices of the object using np.argwhere, and then delete the object(s) using np.delete.

Example:

x = np.array([1,2,3,4,5])
index = np.argwhere(x==3)
y = np.delete(x, index)
print(x, y)