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R Lang VS Sage Math

Compare R Lang VS Sage Math and see what are their differences

Contents:
  1. » Base Details
  2. » Reviews
  3. » Alternatives

R Lang logo R Lang

R is a free software environment for statistical computing and graphics.

Sage Math logo Sage Math

Sage is a free open-source mathematics software system licensed under the GPL.
  • R Lang Landing page
    Landing page //
    2019-10-24
  • Sage Math Landing page
    Landing page //
    2023-05-03

R Lang features and specs

  • Comprehensive Statistical Analysis
    R is specifically designed for statistical analysis and data visualization. It offers a wide array of statistical tests, models, and other quantitative techniques.
  • Extensive Package Ecosystem
    The Comprehensive R Archive Network (CRAN) hosts thousands of packages, making it easy to extend the language’s capabilities with specialized tools and libraries.
  • Data Visualization
    R excels at producing high-quality plots and charts through packages like ggplot2 and lattice, providing powerful tools for data visualization.
  • Strong Community Support
    R has a large and active user community that contributes to forums, documentation, and packages, facilitating easier troubleshooting and knowledge sharing.
  • Open Source
    R is open-source, meaning it is free to use and has a high level of transparency. Users can inspect, modify, and enhance the source code.

Possible disadvantages of R Lang

  • Memory Consumption
    R can consume a significant amount of memory, particularly with large datasets, which can lead to performance issues.
  • Learning Curve
    R has a steep learning curve for beginners, especially for those without a strong background in statistics or programming.
  • Speed
    R is interpreted and can be slower than compiled languages like C++ or Java, especially for computationally-intensive tasks.
  • Less Optimal for General-Purpose Programming
    Although R excels at statistical computing, it is less suited for general-purpose programming tasks compared to languages like Python or Java.
  • Inconsistent Function Names and Syntax
    Because R's packages are often developed independently, there can be inconsistencies in function names and syntax, making it harder for users to seamlessly work across different packages.

Sage Math features and specs

  • Open Source
    SageMath is free and open-source software, which allows users to access, modify, and distribute the software without cost. It fosters collaboration and transparency within the community.
  • Comprehensive Toolset
    It integrates many mathematics software packages into a common interface, providing tools for algebra, calculus, combinatorics, numerical mathematics, number theory, and more.
  • Python-Based
    SageMath uses Python as its primary language, which is widely known for its readability and ease of use. Python's popularity and extensive libraries enhance SageMath's functionality.
  • Active Community
    SageMath has a vibrant and active community contributing to its development, offering extensive support, tutorials, and documentation.
  • Web Interface
    SageMath provides a Jupyter Notebook interface, which allows for interactive computations, visualization, and sharing of results in a web browser.

Possible disadvantages of Sage Math

  • Resource Intensive
    SageMath can be resource-intensive, requiring significant computing power and memory, which can be a limitation for users with less powerful hardware.
  • Steep Learning Curve
    For users unfamiliar with Python or advanced mathematical software, SageMath can have a steep learning curve. It may require substantial effort to become proficient.
  • Software Dependencies
    SageMath relies on numerous other software packages. If one of these dependencies has issues or is incompatible with a user's system, it can be challenging to troubleshoot and resolve.
  • User Interface
    While functional, the user interface of SageMath may not be as polished or intuitive as some commercial competitors, which can affect user experience.
  • Limited Commercial Support
    There is limited commercial support available for SageMath compared to proprietary software, which might be a drawback for enterprise or commercial use requiring guaranteed support services.

Analysis of R Lang

Overall verdict

  • Yes, R is a good choice, especially for those who need to perform complex statistical analyses and create high-quality visualizations. Its extensive ecosystem of packages and support for a variety of data formats make it a versatile tool in data science.

Why this product is good

  • R is highly regarded for its capabilities in statistical analysis and data visualization. It is an open-source programming language that offers a vast array of packages and libraries designed for data analysis, making it a powerful tool for statisticians and data scientists. Its community is active and continuously contributes to its development, ensuring that it stays updated with the latest methods in data analysis.

Recommended for

  • Statisticians who need robust tools for performing detailed data analysis.
  • Data scientists looking for comprehensive libraries for data manipulation and visualization.
  • Researchers who need to perform statistical tests and model implementation.
  • Academics and educators who teach statistics and data analysis.

Analysis of Sage Math

Overall verdict

  • SageMath is a robust and versatile mathematics software that is highly regarded for educational and research purposes. It is particularly valuable for anyone needing a cohesive environment for using multiple mathematical tools.

Why this product is good

  • SageMath is good because it is a comprehensive open-source mathematics software system that integrates a wide range of mathematics software packages into a common interface. It covers many aspects of mathematics, including algebra, calculus, matrix operations, numerical computations, and more. Its use of Python as the primary language makes it highly accessible and extensible for users familiar with programming. Additionally, being open-source allows for transparency and community-driven improvements.

Recommended for

  • students
  • educators
  • researchers
  • mathematicians
  • engineers
  • scientists
  • anyone interested in computational mathematics

Category Popularity

0-100% (relative to R Lang and Sage Math)

R Lang

Sage Math

Technical Computing
39 39%
Technical Computing
61% 61
Numerical Computation
25 25%
Numerical Computation
75% 75
Business & Commerce
100 100%
Business & Commerce
0% 0
Math Solver
0 0%
Math Solver
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare R Lang and Sage Math

R Lang Reviews

We have no reviews of R Lang yet.
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Sage Math Reviews

  1. WilliamStein
    · CEO at SageMath, Inc. ·
    SageMath's goal is to provide a viable free open source alternative to Magma, Maple, Mathematica, and Matlab

    I started SageMath in 2004 to provide a FOSS alternative to expensive commercial mathematics software. Sage is Python-based and has had around 600 volunteer contributors. The project has also received millions of dollars in support from grants around the world, and has a very active developer community.

    This site is about Software as a Service, and there are at least two easy ways to use Sage online as a service:

    https://cocalc.com and https://sagecell.sagemath.org/

    🏁 Competitors: Wolfram Mathematica, MATLAB, Maple, Magma
Matlab Alternatives
Sage Math is another software system that provides an alternative to MatLab. It is Used to analyze large data sets and help in scientific researches. Built on top of Python-based scientific library. Python is clear and easily readable. It is syntactically similar to Matlab. It provides a command-line interface and embedded tools to carry out mathematical functions. The...
Source: www.educba.com

Social recommendations and mentions

R Lang might be a bit more popular than Sage Math. We know about 5 links to it since March 2021 and only 4 links to Sage Math. 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.

R Lang mentions (5)

  • How to generate a great website and reference manual for your R package
    Generating a website for your R package is always a great idea. If the package is based on some paper, it will help it get noticed and eventually used. And once you have a website, it's just as well to include a reference manual for the package in it, that complements or is a bit more updated than the one published in CRAN. Or simply in another format. - Source: dev.to / over 1 year ago
  • R
    This package is definitely related to R language) (see package URL, it points to r-project.org subdomain). Source: about 3 years ago
  • Rr
    Common misconception. Actually it's a Fibonacci sequence, so the next one is https://rrrrr-project.org. This does also mean that there's https://-project.org, and that https://r-project.org secretly disambiguates into two different projects. - Source: Hacker News / over 3 years ago
  • Rr
    We already have https://r-project.org. Now we have https://rr-project.org. So, https://rrr-project.org is next? - Source: Hacker News / over 3 years ago
  • r-project.org is down?
    Thank you, but unfortunately, the archive I'm talking about is the archive of old package versions, which seems to only be available through r-project.org. Source: over 3 years ago

Sage Math mentions (4)

  • Did studying proof based math topics e.g. analysis make you a better programmer?
    I received a Ph.D. In pure math (number theory) from Berkeley, and then worked as an academic mathematician for 20 years, so wrote a few dozen research papers and some books. My ability to write software for doing mathematics was obviously better as a result of studying mathematics, e.g., I started SageMath (https://sagemath.org) and wrote a big chunk of it. Now I mostly do full stack web development (I... - Source: Hacker News / over 2 years ago
  • How do I get this calculator to give me the derivative?
    You could also try sagemath (sagemath.org), available for window, mac & linux for free. Source: over 2 years ago
  • Are there any good free numeric computing environments?
    SageMath gets my vote. I use it to compute simplicial objects that turn out to be infinitely categories. https://sagemath.org SageMath includes most of the python libraries already mentioned, and much more. Source: over 2 years ago
  • TIL that the Sage Sage Sage of the Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage
    I am a fan of this site (and of this site's tutorial in particular). I would also recommend this site. The SageMath site has some good tutorials too. Source: almost 3 years ago

What are some alternatives?

When comparing R Lang and Sage Math, you can also consider the following products

C++ - Has imperative, object-oriented and generic programming features, while also providing the facilities for low level memory manipulation

MATLAB - A high-level language and interactive environment for numerical computation, visualization, and programming

D (Programming Language) - D is a language with C-like syntax and static typing.

GNU Octave - GNU Octave is a programming language for scientific computing.

Go Programming Language - Go, also called golang, is a programming language initially developed at Google in 2007 by Robert...

Wolfram Mathematica - Mathematica has characterized the cutting edge in specialized processing—and gave the chief calculation environment to a large number of pioneers, instructors, understudies, and others around the globe.

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