Using ESS for Data Science

RStudio is a formidable IDE to work with and offers an environment to seamlessly work with multiple languages beyond R. It is especially convenient for tasks involving frequent visualisation of data frames and plots, and for use with Shiny app development. However, the text (i.e code) editing capabalities are still significantly lacking compared to the likes of Emacs and Vim. Besides this, it does not offer a seamless interface integrating task, time management and multi-language programming environments to the extent available within Org-mode via Emacs.

shrysr's Dotemacs

Introduction I’ve been using my own configuration on top of the excellent Scimax for the past many years. This is a reboot to reverse the bias, and create my very own emacs configuration. It obviously includes massive snippets of code from scimax, as well as other configurations I come across, not to mention the excellent advice often received from #emacs and other geniuses lurking in irc channels, and of course the vast internet.

Docker container and image management within Emacs

Note taken on [2020-02-24 Mon 07:21] Rewritten to improve clarity and grammatical corrections. Using the docker package in Emacs has saved several minutes of my time (for each command) related to docker, and just as important - a tonne of effort involved in hunting for docker container names, command history, copying the container ID’s and so on that are very typical steps of messing around with docker. Anybody learning docker will know that these commands are used so frequently that it becomes rather annoying quickly.

Oddmuse-curl exploration

oddmuse-curl is kensanata’s tool to use Emacs to edit oddmuse wikis. I think it works rather well for my needs. Alternatively, I can also use the org exporter to export org mode content and manually copy this into a wiki page via the web browser. CLI options also exist to update the wiki, but I don’t think I need that functionality. Borrowing off the documentation of oddmuse-curl, I was able to set this up, with some additional settings.

Archaic text based email clients rock!

This dev.to blog post inspired me to complete this languishing draft of my current email setup, and the benefits I’ve gained from using a text based email client in Emacs. Hope you find it entertaining. In any case, the links and reference section will certainly prove useful. TLDR - for the busy folks Goals: Unification of email accounts while preserving separate individual components. Local backup of email. Potential to extend system to a personal server Email access from Emacs !

Why bother with Emacs and workflows?

I’ve written several posts on different ways and tools available to aid productivity, and probably a lot about Emacs. My background is in computational physics, and not in programming, and yet Emacs has been an indispensable driver of my daily workflow for the past 3 years. The fact is that knowing Emacs (or Vim), or having a custom configuration is not a wildly marketable skill, nor is it mandatory to achieve spectacular results.

Literate Org-mode configuration for Emacs is liberating

TLDR: Check out the Docs section for my Emacs config in Org-mode The literate programming paradigm, as conceived by Donald Knuth, represents a move away from writing programs in the manner and order imposed by the computer, and instead enables programmers to develop programs in the order demanded by the logic and flow of their thoughts. Literate programs are written as an uninterrupted exposition of logic in an ordinary human language, much like the text of an essay, in which macros are included to hide abstractions and traditional source code.

Rapidly accessing cheatsheets to learn data science with Emacs

Matt Dancho’s course DSB-101-R is an awesome course to step into ROI driven business analytics fueled by Data Science. In this course, among many other things - he teaches methods to understand and use cheatsheets to gain rapid level-ups, especially to find information connecting various packages and functions and workflows. I have been hooked to this approach and needed a way to quickly refer to the different cheatsheets as needed.

Leverage recorded macros to learn elisp and hack together workflows in Emacs

The primary power of Emacs is that you can create customised workflows to suit your needs. However, lisp is probably not a language that many learn as a typical requirement in the academic systems, perhaps even for a software engineer. How would one then start customisting Emacs? One way would be to hunt for snippets from forums like reddit and stack overflow, and customise them. Another easy way to learn a programming language, especially one that is intrinsic to a software is to record macros and edit these macros.

Emacs notes: Select paragraph and browse-kill-ring for effective content capture

I like to have any reading material and my notes side by side1. This is easily done with Emacs by splitting the buffer vertically (C-x 3)2 For example: Once a link has been opened via w3m, I hit org-capture (C-c) with a preset template that grabs the URL to the article along with the created date in the properties, with the cursor in position ready to take notes. (setq org-capture-templates '(("l" "Link + notes" entry (file+headline "~/my_org/link_database.

Iosevka - an awesome font for Emacs

Before my foray into Emacs, I purchased applications like IAWriter (classic)1, Marked2, Texts (cross platform Mac/Windows), and have also tried almost all the recommended apps for longer form writing. I am a fan of zen writing apps. In particular the font and environment provided by IAWriter are conducive to focused writing. There also exist apps like Hemingway that also help check the quality of your writing. Zen writing apps are called so because they have a unique combination of fonts, background color, including line spacing and overall text-width - all of which enable a streamlined and focused flow of words onto the screen.

Juggling multiple projects and leveraging org-projectile

Scimax has a convenient feature of immediately creating projects (M-x nb-new). The location of the project directory is defined by the setting (setq nb-notebook-directory "~/my_projects/"), which has to be set in your Emacs config. Once the name of the project is chosen, a Readme.org buffer is immediately opened and one can start right away. It is an awesome, friction-free method to get started with a project. These projects are automatically initialised as git repositories, to which it is trivial to add a new remote using Magit.

Jupyter notebooks to Org source + Tower of Babel

This post provides a simple example demonstrating how a shell script can be called with appropriate variables from any Org file in Emacs. The script essentially converts a Jupyter notebook to Org source, and Babel is leveraged to call the script with appropriate variables from any Org file. This reddit thread and blog post elucidate the advantages of using Babel and Org mode over Jupyter notebooks. Directly editing code in a Jupyter notebook in a browser is not an attractive long term option and is inconvenient even in the short term.

Literate Programming - Emacs, Howard Abrams and Library of Babel

I’m an admirer of Howard Abrams, especially because his posts and videos show the awesome power of doing things in Emacs, and the importance of writing clean and logical code. Watching his videos and reading his posts make me feel like I was born yesterday and I am just getting started. But more importantly, they also fire up my imagination regarding the possibilities out there and the potential to create glorious workflows.

Searching the awesome-lists on Github

Discovered the glorious awesome lists today on Github. They are available through a simple search on github, and contain curated lists of resources of all kinds on a multitude of topics. As one might expect, there is a lot of common ground between these lists, including topics and links. How could one search for a keyword through all these repositories? I have always wanted search for particular keywords or code snippets in my Emacs configuration files, or in other files in a particular location.