If you are creating a 1d array in Python, is there any benefit to using the NumPy package?
Share
Sign Up to our social questions and Answers Engine to ask questions, answer people’s questions, and connect with other people.
Login to our social questions & Answers Engine to ask questions answer people’s questions & connect with other people.
Lost your password? Please enter your email address. You will receive a link and will create a new password via email.
Please briefly explain why you feel this question should be reported.
Please briefly explain why you feel this answer should be reported.
Please briefly explain why you feel this user should be reported.
If you are creating a 1d array in Python, is there any benefit to using the NumPy package?
It all depends on what you plan to do with the array. If all you’re doing is creating arrays of simple data types and doing I/O, the array module will do just fine.
If, on the other hand, you want to do any kind of numerical calculations, the array module doesn’t provide any help with that. NumPy (and SciPy) give you a wide variety of operations between arrays and special functions that are useful not only for scientific work but for things like advanced image manipulation or in general anything where you need to perform efficient calculations with large amounts of data.
Numpy is also much more flexible, e.g. it supports arrays of any type of Python objects, and is also able to interact "natively" with your own objects if they conform to the array interface.