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NumPy VS Webmin

Compare NumPy VS Webmin and see what are their differences

LibHunt
LibHunt tracks mentions of software libraries on relevant social networks. Based on that data, you can find the most popular projects and their alternatives. featured
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Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

NumPy logo NumPy

NumPy is the fundamental package for scientific computing with Python

Webmin logo Webmin

Webmin is a web-based interface for system administration for Unix.
  • NumPy Landing page
    Landing page //
    2023-05-13
  • Webmin Landing page
    Landing page //
    2023-02-08

NumPy features and specs

  • Performance
    NumPy operations are executed with highly optimized C and Fortran libraries, making them significantly faster than standard Python arithmetic operations, especially for large datasets.
  • Versatility
    NumPy supports a vast range of mathematical, logical, shape manipulation, sorting, selecting, I/O, and basic linear algebra operations, making it a versatile tool for scientific and numeric computing.
  • Ease of Use
    NumPy provides an intuitive, easy-to-understand syntax that extends Python's ability to handle arrays and matrices, lowering the barrier to performing complex scientific computations.
  • Community Support
    With a large and active community, NumPy offers extensive documentation, tutorials, and support for troubleshooting issues, as well as continuous updates and enhancements.
  • Integrations
    NumPy integrates seamlessly with other libraries in Python's scientific stack like SciPy, Matplotlib, and Pandas, facilitating a streamlined workflow for data science and analysis tasks.

Possible disadvantages of NumPy

  • Memory Consumption
    NumPy arrays can consume large amounts of memory, especially when working with very large datasets, which can become a limitation on systems with limited memory capacity.
  • Learning Curve
    For users new to scientific computing or coming from different programming backgrounds, understanding the intricacies of NumPy's operations and efficient usage can take time and effort.
  • Limited GPU Support
    NumPy primarily runs on the CPU and doesn't natively support GPU acceleration, which can be a disadvantage for extremely compute-intensive tasks that could benefit from parallel processing.
  • Dependency on Python
    Since NumPy is a Python library, it depends on the Python runtime environment. This can be a limitation in environments where Python is not the primary language or isn't supported.
  • Indexing Complexity
    Although NumPy's slicing and indexing capabilities are powerful, they can sometimes be complex or unintuitive, especially for multi-dimensional arrays, leading to potential errors and confusion.

Webmin features and specs

  • Ease of Use
    Webmin provides a user-friendly web interface that simplifies the management of Unix-based systems. It allows administrators to perform complex configurations without needing to use the command line.
  • Comprehensive Management
    It supports a wide range of modules for managing various services and servers, including Apache, MySQL, DNS, and many more. This makes it a versatile tool for system administration.
  • Remote Management
    Webmin facilitates remote management of servers, which means administrators can manage systems from anywhere with internet access, enhancing flexibility and convenience.
  • Extensibility
    Webmin's modular architecture allows for easy extension and customization. Administrators can add or remove modules as needed, tailoring the tool to fit specific requirements.
  • Open Source
    Being an open-source tool, Webmin is free to use, and its source code is accessible for modification, contributing to a large community and continuous improvements.

Possible disadvantages of Webmin

  • Security Concerns
    As Webmin is accessible via a web interface, it can be a target for web-based attacks if not properly secured. Administrators must ensure proper security measures are in place.
  • Performance Overhead
    Running Webmin adds an additional layer on top of the usual system processes, which can potentially introduce some performance overhead, especially on resource-constrained systems.
  • Complex Configuration
    While it simplifies many tasks, Webmin can still be complex to set up initially, especially for less experienced administrators who may find the multitude of options overwhelming.
  • Compatibility Issues
    Certain Webmin features may not be fully compatible with all Linux distributions or versions, which can lead to inconsistencies and potential bugs in functionality.
  • Learning Curve
    Despite its user-friendly interface, there is still a learning curve associated with effectively using all of Webmin's features and understanding the implications of configurations made through it.

Analysis of NumPy

Overall verdict

  • Yes, NumPy is considered good. It is a foundational library in the Python ecosystem for numerical computing and is used globally by researchers, engineers, and data scientists.

Why this product is good

  • NumPy is widely regarded as a good library because it offers fast, flexible, and efficient array handling that is integral to scientific computing in Python. It provides tools for integrating C/C++ and Fortran code, useful linear algebra, random number capabilities, and a vast collection of mathematical functions. Its array broadcasting capabilities and versatility make complex mathematical computations straightforward.

Recommended for

  • Scientists and researchers working with large-scale scientific computations.
  • Data scientists engaged in data analysis and manipulation.
  • Engineers and developers needing performance-optimized mathematical computations.
  • Educators and students in STEM fields.

Analysis of Webmin

Overall verdict

  • Webmin is generally considered a good tool for managing Unix-like servers due to its user-friendly design and comprehensive feature set. However, users should be aware of the potential security risks associated with using a web-based administration tool and ensure it is properly secured.

Why this product is good

  • Webmin is a web-based interface for system administration on Unix-like systems. It allows users to manage server configurations, such as user accounts, DNS settings, and file sharing, all from a web browser. Its many modules and easy-to-use interface make it a popular choice for managing Linux servers efficiently.

Recommended for

  • System administrators needing a graphical interface for Linux server management.
  • Users who prefer web-based interfaces over command-line tools.
  • Small to medium-sized businesses looking for an easy-to-use server management solution.
  • Educational institutions teaching server management and Linux administration.

NumPy videos

+ Add

Learn NUMPY in 5 minutes - BEST Python Library!

More videos:

  • Review - Python for Data Analysis by Wes McKinney: Review | Learn python, numpy, pandas and jupyter notebooks
  • Review - Effective Computation in Physics: Review | Learn python, numpy, regular expressions, install python

Webmin videos

+ Add

How to Use and Install Webmin to Control Linux

More videos:

  • Tutorial - Webmin Install, Setup, & Tutorial and a brief comparison to Cockpit at the end
  • Review - Webmin | Manage Your Linux Server from the Web

Category Popularity

0-100% (relative to NumPy and Webmin)

NumPy

Webmin

Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
Control Panels
0 0%
Control Panels
100% 100
Data Science Tools
100 100%
Data Science Tools
0% 0
Hosting
0 0%
Hosting
100% 100

User comments

Share your experience with using NumPy and Webmin. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare NumPy and Webmin

NumPy Reviews

25 Python Frameworks to Master
SciPy provides a collection of algorithms and functions built on top of the NumPy. It helps to perform common scientific and engineering tasks such as optimization, signal processing, integration, linear algebra, and more.
Source: kinsta.com
Top 8 Image-Processing Python Libraries Used in Machine Learning
Scipy is used for mathematical and scientific computations but can also perform multi-dimensional image processing using the submodule scipy.ndimage. It provides functions to operate on n-dimensional Numpy arrays and at the end of the day images are just that.
Source: neptune.ai
Top Python Libraries For Image Processing In 2021
Numpy It is an open-source python library that is used for numerical analysis. It contains a matrix and multi-dimensional arrays as data structures. But NumPy can also use for image processing tasks such as image cropping, manipulating pixels, and masking of pixel values.
Source: www.analyticsvidhya.com
4 open source alternatives to MATLAB
NumPy is the main package for scientific computing with Python (as its name suggests). It can process N-dimensional arrays, complex matrix transforms, linear algebra, Fourier transforms, and can act as a gateway for C and C++ integration. It's been used in the world of game and film visual effect development, and is the fundamental data-array structure for the SciPy Stack,...
Source: opensource.com

Webmin Reviews

Top 12 Best VPS Control Panels for 2025
Webmin VPS also offers a variety of other features that are useful for web hosting. Its dashboard shows CPU and RAM statistics, which allow you to see your serverโ€™s performance. You can also manage firewall rules, schedule cron jobs, and manage users.
Source: blog.radwebhosting.com
Explore Top VestaCP Alternative: Find the Perfect Control Panel for Your Hosting Needs
Webmin is a resilient web-based control panel, offering an array of meticulously designed tools to manage diverse functionalities within Linux-based servers. Primarily geared towards Unix-like systems, Webmin provides a notable substitute for Plesk. Through the ease of a web browser, users gain the ability to perform a multitude of tasks โ€“ ranging from user account setup to...
Source: cyberpanel.net
10 Most Popular Free Web Hosting Control Panels You Need To Know
Webmin is also a open-source and free software utility, and it is available for Unix-like operating systems, and including Ubuntu, Debian, CentOS, and Fedora. Webmin also provide virtualmin module to manage virtual hosts through Graphical single user interface like cpanel ,plesk or cwp panel. It also support LEMP or LAMP based host and It also support all other features like...
Source: www.techtransit.org
Top cPanel Alternatives worth trying in 2022
Webmin is good and all, but it doesnโ€™t work for everyone so unexpectedly. Therefore, we have a CentOS Web Panel that absolutely fills in the shoes of Webmin especially when you have VPS, the private virtual server. CentOS is good at distribution and administrating Apache Web Servers, Firewalls, Nginx reverse proxy, and much more. All the great features about this one are...
Source: vashishthakapoor.com
6 cPanel Alternatives
Youโ€™ll only be able to install and fully manage certain system services from the terminal. For those reasons Webmin may be best suited for staging environments. If you choose Webmin, be sure to prioritize system hardening methods beforehand.
Source: www.inmotionhosting.com

Social recommendations and mentions

Based on our record, NumPy should be more popular than Webmin. It has been mentiond 122 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

NumPy mentions (122)

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Webmin mentions (17)

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What are some alternatives?

When comparing NumPy and Webmin, you can also consider the following products

Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.

cPanel - With its first-class support and rich feature set, cPanel & WHM has been the web hosting industry's most reliable, intuitive control panel since 1997.

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

Ajenti - Web administration panel for servers and custom hardware

OpenCV - OpenCV is the world's biggest computer vision library

Vesta Control Panel - โ€“ What I love about Vesta is that it's fast and easy to use

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