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numpy download

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numpy download Reviews (26)

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numpy download Reviews (26)

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4.7
26 reviews

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Vivek  R.
VR
Assistant Manager
Enterprise (> 1000 emp.)
"Versatile Python library for mathematical and statistical problem"
What do you like best about numpy download?

Easy to sync with other libraries. Well mix of C and fortran makes it better than standard python Review collected by and hosted on G2.com.

What do you dislike about numpy download?

Not optimal for multi-threading and need high storage Review collected by and hosted on G2.com.

Verified User in Computer Software
UC
Enterprise (> 1000 emp.)
"Best python library for numerical operations"
What do you like best about numpy download?

Numpy is used for complex mathematical and numerical operations. It provides efficient calculations of arrays and matrices. Execution speed is high. Arbitrary data types can be defined in Numpy. Review collected by and hosted on G2.com.

What do you dislike about numpy download?

Allocation of memory is contiguous. Insertion and deletion operations are costly due to such memory. Not suitable for larger datasets. Review collected by and hosted on G2.com.

deniz y.
DY
Business Intelligence Manager
Enterprise (> 1000 emp.)
"Easy and Convenient"
What do you like best about numpy download?

It's a great library for doing advanced math that helps us work with Python's multidimensional arrays and matrices. It is very easy to use. It comes with Anaconda. It can be used efficiently with data science related libraries. It facilitates processing on large datasets. Review collected by and hosted on G2.com.

What do you dislike about numpy download?

Every feature is very good. Maybe the parameters can be improved or the number of ready modules can be increased. Review collected by and hosted on G2.com.

Chandresh M.
CM
System Engineer
Mid-Market (51-1000 emp.)
"Best library for mathematical processing in python"
What do you like best about numpy download?

The best thing about NumPy is its array implementation. I can implement 1D, 2D and more dimensions of the array. I can also change the data type of array. I can use NumPy for Image Processing. It is a very fast library for mathematical operations. Review collected by and hosted on G2.com.

What do you dislike about numpy download?

Because of the rich collection of functions, I have to check for documentation whenever something is required, and I don't remember it. Review collected by and hosted on G2.com.

Carlos A.
CA
Project Engineer
Enterprise (> 1000 emp.)
"numpy download Review"
BD
Reasearch Assistant
Small-Business (50 or fewer emp.)
"The perfect library for math and many more."
What do you like best about numpy download?

NumPy has so many functionality. I think the mostly used package in data science is NumPy and Pandas. Review collected by and hosted on G2.com.

What do you dislike about numpy download?

I do not see any drawbacks or dislike for NumPy. Review collected by and hosted on G2.com.

MT
Engineer
Enterprise (> 1000 emp.)
"The best tool to develop mathematical models and machine learning scripts"
What do you like best about numpy download?

I love how it's possible to do anything that comes to mind when someone says "Math" with NumPy library. It contains so many functionality to read, manipulate, calculate, visualize data. It provides a fundamental base, almost a platform to perform everything. One can create a simple logistic regression algorithm from the scratch, or a complex deep neural network with the same tools, train it, optimize it. Nevertheless the tools Data Scientists use are already built on NumPy, for example: Pandas, Sci-kit Learn.

Not to mention it's efficient to the extreme. Since the functions exist in NumPy are half written in C and are vectorized implementations, they are tens of times faster than writing for loops in Python. Linear algebra operations are especially critical in this term since implementation of machine learning algorithms, especially neural networks need vectorized, fast implementations. Review collected by and hosted on G2.com.

What do you dislike about numpy download?

There's no downsides really. NumPy can easily be the perfect library for math, therefore machine learning. The only thing I can name is that it does not have GPU support, however this is the secret of its simplicity. GPU Support would require too much compatibility which in the end would destroy NumPy's "beauty in the simplicity". Review collected by and hosted on G2.com.

Raghuvar P.
RP
Big Data Developer & AWS Certified Solution Architect
Small-Business (50 or fewer emp.)
"Fast, powerful library for data manipulation, matrix multiplication and all kind of computations"
What do you like best about numpy download?

Numpy is an amazing library, the best thing I like about Numpy is it's performance. Numpy is very very faster as compared to Python lists. They have built in array data structure, which is really easy to work with and faster. In Numpy array the matrix multiplication and vector manipulation is super fast.

Overall it is best library for Machine Learning related stuff, research related work Review collected by and hosted on G2.com.

What do you dislike about numpy download?

The Numpy performance is great but if you are not optimising for performance then python list are sufficient to do the work. No extra import and install the Numpy library. Review collected by and hosted on G2.com.

Joshua D.
JD
Assistant Marching Band Director
Small-Business (50 or fewer emp.)
"Incredibly versatile Python Library"
What do you like best about numpy download?

I used this library in an online Python course. We didn't go too deep into NumPy, but we used it to convert images to arrays for computer vision applications. Given that NumPy was designed for scientific computation and deep learning, I'm really impressed at its versatility in other areas such as computer vision. Review collected by and hosted on G2.com.

What do you dislike about numpy download?

I'm a relative newby when it comes to Python in general, but I found the documentation for NumPy somewhat opaque in its organization. Review collected by and hosted on G2.com.

Ajay S.
AS
Senior Software Engineer
Small-Business (50 or fewer emp.)
"Numpy is not just efficient, it is convenient also"
What do you like best about numpy download?

- In the Numpy matrix and vector operations are efficiently implemented.

- NumPy array is faster and You get a lot built in with NumPy, FFTs,

convolutions, fast searching, basic statistics, linear algebra,

histograms, etc.

- I used machine learning libraries like sci-kit-learn or tensorflow use numpy arrays as input which makes the computation faster

- It supports vectorized computation

- Efficient descriptive statistics and aggregating/summarizing data

- In general, Numpy processes faster and uses less code compared to lists. Review collected by and hosted on G2.com.

What do you dislike about numpy download?

I used Numpy regularly in Machine Learning problems because it is faster and efficient. But if performance is not an issue, normal Python list will do the work. Python list is efficient and easy to program.

Also, to begin with, Numpy there is a learning curve. At the start, you might baffle about it, how to use it.

To use Numpy in Image Processing, I always find it tricky. Becaus there are lot of variables you should take into consideration. Review collected by and hosted on G2.com.

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