The G2 on numpy download

numpy download Pros and Cons: Top Advantages and Disadvantages

Quick AI Summary Based on G2 Reviews

Generated from real user reviews

Users appreciate the language support in NumPy, finding it enhances compatibility with other libraries effectively. (1 mentions)

Users value the seamless integration with other libraries, enhancing their experience beyond standard Python capabilities. (1 mentions)

Users report performance issues with NumPy, noting it's not optimal for multi-threading and requires significant storage. (1 mentions)

Top Rated numpy download Alternatives

Appsmith

(65)

4.7 out of 5

Visit Website

Abhishek P.

Software Enginner

Enterprise (> 1000 emp.)

1/21/2019

"Numpy best for scientific computing with Python"

4.5/5

What do you like best about numpy download?

Numpy is one of the best libraries to deal with scientific calculation. what i feel the best in it they provide multiple function and we can say powerful to deal with big calculation and also makes thing easy to programmer. example: i fetch some data from website like quandle or NSE in CSV format and read that csv file and load that data in single list. so what if i want to change the dimension of that list. numpy provide that type of function we can change the dimension by using single function. Review collected by and hosted on G2.com.

What do you dislike about numpy download?

Only cons is that if you don't have know about numpy function than facing some issue while programming.

apart from that if you are using normal IDE or python CLI than you have to download numpy library because

these libraries not provide by python. you have to install it from yourself Review collected by and hosted on G2.com.

Recommendations to others considering numpy download:

I recommend to all the guys that want to work in data science its very powerful library to deal with any data.

its provide various powerful function that makes our programming easier. its vary beneficial if you already know about various function otherwise you have to search function first that use that function in your code.

highly recommend to data scientist Review collected by and hosted on G2.com.

What problems is numpy download solving and how is that benefiting you?

i fetch some data from trading website, load that data in Json format , perform some operation that want by our trading team and provide that result to trading team. Review collected by and hosted on G2.com.

Sudhakar D.

Senior Software Engineer

Small-Business (50 or fewer emp.)

1/15/2019

"Perfect package for doing array computation"

4/5

What do you like best about numpy download?

Its easier to import the package and use the various functionalty for manipulating the array. Can do N-dimensional array very easily. Review collected by and hosted on G2.com.

What do you dislike about numpy download?

Using numpy restricts you to CPython or sometimes PyPy Review collected by and hosted on G2.com.

Recommendations to others considering numpy download:

using numpy restricts you to CPython or sometimes PyPy (hopefully in the future that "sometimes" will become "almost always", but it's not quite there as of 2014); if your code would run faster in Jython or IronPython or non-NumPyPy PyPy, that could be a good reason to stick with lists. Review collected by and hosted on G2.com.

What problems is numpy download solving and how is that benefiting you?

We use various python modules for doing data analysis of business data for our client. Numpy plays import role for doing data processing and ploting business data. Review collected by and hosted on G2.com.

Verified User in Information Technology and Services

Mid-Market (51-1000 emp.)

1/18/2019

"Great Package"

5/5

What do you like best about numpy download?

I love the numpy download because it allows me to add in unique graphics for clients. I am constantly using the download to rearrange arrays into multidimensional arrays. The package is VERY easy to use and I use it while coding with Python. I like that the package makes it very easy to set up data frames. I love using it for machine learning purposes as well as data science. Machine learning can get very complicated so numpys makes it a lot easier. Review collected by and hosted on G2.com.

What do you dislike about numpy download?

There is not much that i dislike about numpy. I wish that maybe it could be built into some programming languages because it is so useful. Another disadvantage to numpy is that, it is also easier to vectorize an operation if you write your own array in python instead of through numpy. Review collected by and hosted on G2.com.

Recommendations to others considering numpy download:

Absolutely. Review collected by and hosted on G2.com.

What problems is numpy download solving and how is that benefiting you?

I use the numpy package at work everyday. I am in the marketing field and we use the package to create data frames from huge data sets and then manipulate those data set in order to find trends in the numbers. We heavily use numpy when it comes to machine learning and data science. The benefits of numpy are incredible. It makes it so much easier to not only view the data, but it is so much easier to create the data frames themselves. Using the numpy arrays makes it so much more efficient to combine and divide the data. Review collected by and hosted on G2.com.

Verified User in Defense & Space

Enterprise (> 1000 emp.)

1/14/2019

"An essential for data"

4.5/5

What do you like best about numpy download?

Numpy is so essential that most third-party libraries nearly require you to use it to use their libraries. It's ingrained into the Python community and has a ton of online support. The library is easy to use and you can use the product of the API in a number of other libraries. Review collected by and hosted on G2.com.

What do you dislike about numpy download?

I'm still new to using it, and it can be a bit daunting to learn. Review collected by and hosted on G2.com.

Recommendations to others considering numpy download:

Read the documentation when you're confused. Most third-party libraries will have suggested implementations that work very well, and otherwise documentation or StackOverflow can help with custom implementations separated from other libraries. Review collected by and hosted on G2.com.

What problems is numpy download solving and how is that benefiting you?

I'm able to work with data and use it in other libraries that would be unusable otherwise. It makes transforming the data within Python easy and less time consuming. Review collected by and hosted on G2.com.

daniel a.

Student

Higher Education

Small-Business (50 or fewer emp.)

1/18/2019

"easy to use"

5/5

What do you like best about numpy download?

how easy it is to manipulate arrays and turn data into matrixs to use for tensorflow Review collected by and hosted on G2.com.

What do you dislike about numpy download?

there arent any good indexing function for arrays Review collected by and hosted on G2.com.

Syed I.

Mr.Syed Abdhahir

Enterprise (> 1000 emp.)

1/21/2019

Business partner of the seller or seller's competitor, not included in G2 scores.

"Greater result for array manipulation"

2/5

What do you like best about numpy download?

We can perform any types of operation in array using numpy Review collected by and hosted on G2.com.

What do you dislike about numpy download?

Sometimes if we done array manipulation the results are getting collapsed Review collected by and hosted on G2.com.

Verified User in E-Learning

Enterprise (> 1000 emp.)

9/30/2018

"Powerful arrays for data management in python"

5/5

What do you like best about numpy download?

Numpy is one of the most important libraries for the data scientist. The main structure of numpy, the numpy arrays, are the most common structure when using most data science libraries in python (for instance scipy, sklearn, etc). Once you get used to numpy arrays, you can see how fast is to do operations with them.

I like how numpy arrays allow to reduce cpu time by only changing ordinary arrays by numpy arrays. With few data you can reduce a lot of cpu time, so with a significant amount of data, you can obtain a considerable reduction of time. Review collected by and hosted on G2.com.

What do you dislike about numpy download?

I do not like that you have to change the usual way of using arrays. Instead, you have to learn how to create numpy arrays and do operations in a new way. It is quite easy to use numpy arrays, but you have to learn how to use them and forget the regular use of arrays. Review collected by and hosted on G2.com.

Recommendations to others considering numpy download:

You need to read tutorials about how to create and manage numpy arrays. This is because these arrays must be used in a different way to common arrays. Review collected by and hosted on G2.com.

What problems is numpy download solving and how is that benefiting you?

I have to use numpy arrays as input to operations from other libraries. This is because numpy arrays are the most common structure for several libraries. Then, I have to convert all my data to numpy arrays.

If you compare the cpu time of operating with common arrays, or common lists, against numpy arrays, you will see the numpy arrays are quite efficient and fast. Review collected by and hosted on G2.com.

Dim Y.

Dr.

Enterprise (> 1000 emp.)

1/19/2019

"very good for data analysis"

4/5

What do you like best about numpy download?

The multi functionality and flexibility of the package, also the ingration with pythin is excellent Review collected by and hosted on G2.com.

What do you dislike about numpy download?

that is is not more flexible with the data formats it accepts. Other packages are needed to open specific data files. Review collected by and hosted on G2.com.

Verified User in Computer Software

Small-Business (50 or fewer emp.)

1/18/2019

"Awesome for data science"

5/5

What do you like best about numpy download?

Numpy allows me to effortlessly handle data in python. The matrix functionality is very useful. Review collected by and hosted on G2.com.

What do you dislike about numpy download?

I do not dislike anything. The package is very easy to use for programmers. Review collected by and hosted on G2.com.

Verified User in Computer Software

Enterprise (> 1000 emp.)

1/18/2019

"The go-to Python package for any complex computation"

5/5

What do you like best about numpy download?

It is almost impossible to imagine Python without NumPy. It provides a host of different functions that can be used to maintain and manipulate multi-dimensional arrays and work with various other libraries. Review collected by and hosted on G2.com.