Best IDEs for Octave, Python and R

Code-wise, I’ve been getting my hands dirty with some digital grease over the past few months, and it’s been fun. Most of the fun has resolved around learning Python, which appears to be the language of choice these days.

Python is almost a requirement everywhere you turn. Many introductory programming classes use Python as the main or default high-level programming language.

For somebody who has not done any programming since messing with Fortran 77 years ago, one thing I’ve come to appreciate is the need for a good integrated development environment (IDE). Whether it’s Python, Octave, the R statistical language or any other programming language, an IDE is a must-have. You come to appreciate IDEs better after spending several weeks typing commands into Octave’s and R’s interactive interfaces.

So this post just gives the IDEs that I’ve come to consider the best, from the perspective of a rookie coder, for Octave, Python, and R. All three IDEs are available in the repository of your favorite Linux distribution.

For Python, I had to experiment until I selected Spyder (Scientific Python Development Environment). Before it, I tried IDLE, Eric and a few others, then decided that for a beginner, Spyder is it. It’s Free Software and it intelli-sense feature is best in the field (my assessment).
Spyder Python IDE

Octave is a high-level language for numbers crunching. It’s a not-very-feature-complete alternative to Matlab (see 4 Free Software alternatives to Matlab). It has an interactive command-line interface that’s not much different from Python’s, or R’s. However, nothing beats a good IDE, and QtOctave is a good one.
QtOctave Octave IDE

For R, I’ve been toiling away at its interactive interface until a commenter here mentioned RStudio. And I’m happy he stopped by, because RStudio is very good. Plus it’s Free Software, like every IDE mentioned in this article.
RStudio R IDE

So that’s it, for newbie-friendly IDEs for Octave, Python and R.

Related Posts

9 Google Reader alternatives The search for Google Reader alternatives is well underway - for those who do not have one already. This follows from Google's latest announcement tha...
Mandriva 2011 installation and disk partitioning guide Mandriva 2011, the latest edition of the popular Linux distribution, is just three days from being officially released, but the daily builds are alrea...
Dual-boot Ubuntu 14.10 and Window 8 on a Toshiba Satellite C55-A The Toshiba Satellite C55-A is a Toshiba laptop with Intel Core i3 processor inside, a 750 GB hard disk drive (HDD) and Windows 8 factory installed. T...
How to straighten out firewall configuration on Fedora 18 This is the latest article on Fedora. You may access all Fedora-related articles on its category page at http://linuxbsdos.com/category/fedora. Giv...
How to dual-boot Linux Mint 17.2, Windows 10, Windows 8.1 on a PC with UEFI firmware This tutorial shows how to dual-boot Linux Mint 17.2 and either Windows 10 or Windows 8.1 on a single hard disk drive and on a computer with UEFI firm...
DevAssistant: A developer’s best friend One application I came across while testing an installation of the main edition Fedora 21 alpha is DevAssistant. (See Fedora 21 Workstation: GNOME 3. ...

We Recommend These Vendors and Free Offers

Launch an SSD VPS in Europe, USA, Asia & Australia on Vultr's KVM-based Cloud platform starting at $5:00/month (15 GB SSD, 768 MB of RAM).

Deploy an SSD Cloud server in 55 seconds on DigitalOcean. Built for developers and starting at $5:00/month (20 GB SSD, 512 MB of RAM).

Want to become an expert ethical hacker and penetration tester? Request your free video training course of Online Penetration Testing and Ethical Hacking

Whether you're new to Linux or are a Linux guru, you can learn a lot more about the Linux kernel by requesting your free ebook of Linux Kernel In A Nutshell.


5 Comments

  1. If you aren’t yet fully settled with Spyder for Python, I would recommend PyCharms (Community Edition which is free) from the IntelliJ.

  2. Hi!

    Enjoyed the article! I would respectfully disagree on the, “It’s a not-very-feature-complete alternative to Matlab” comment though. Not trying to be testy, but I use Matlab everyday all day and I have found octave to be a very good alternative. What disappointed you? Also, you may want to check out Julia as a Matlab clone.

  3. Free dating site

    Great IDE, I didn’t know about it. I’m usually using VIM, but I’ll keep an eye on Spyder because it looks good.

  4. Michael O.

    What about RKward? Just take a look. And tell us about it.

    • After using RStudio, Rkward takes getting used to. There is a marked difference between both GUIs. As with all programs, the thing with these GUIs is you don’t know how good or bad they are until you start doing real fancy stuff.

Leave a Comment

Your email address will not be published. Required fields are marked *

*