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I work as a Applied Scientist for AWS AI where I explore the intersection of Machine Learning, Deep Learning and Causality. In particular, I am interested building models that understand notions of objects present in the real world.
Prior to my position at AWS I was a PhD Student in Machine Learning and Computational Biology at ETH Zürich and worked on the development of deep learning methods for real world medical time series, Dimensionality Reduction and Topological Machine Learning.
My interests include but are not limited to: Machine Learning for Healthcare, Probabilistic Modelling, Time Series Modelling and Interpretable Machine Learning.
Here I write about stuff I care about in the realm of science, programming, technology and crypto. All opinions expressed are solely my own and do not express the views or opinions of my employer.


Organizing projects and notes with vimwiki and VimR

After a long time of absence I decided to reactivate my blog! So here comes another post related to optimizing the workflow of a PhD student in Computer Science.

The problem

If there is one thing you should do a lot in your PhD studies it is reading. Papers, course materials, books, blog articles. Over time it becomes hard to keep track of everything read and the thoughts one had while reading. While it is possible to track this kind of information (especially for papers) in reference management software, it is usually not desired/possible to store information from heterogeneous sources in such a format.

A potential solution

As I have developed a strong resistance against using practically any other editor besides (Neo)vim 1, I searched for a solution within this framework. The most lucrative solution for my taste was vimwiki. It allows to:

  • Organize notes from multiple projects in a hierarchy
  • Supports navigating between these in a flawless fashion
  • It is very easy to create new pages
  • Can be configured to use a markdown compatible syntax
  • As everything is text, changes can also easily be synchronized git and even be hosted in a personal wiki on github

Configuration

I configured vimwiki such that it saves all my notes in a folder PhDWiki in my home directory, uses the markdown syntax and only gets activated when files inside this notes folder are being edited (I want to have the possibility to configure my general markdown integration independently of vimwiki). This can be achieved by adding the following settings to your .vimrc or init.vim:

let g:vimwiki_list = [{'path': '~/PhDwiki/', 'syntax': 'markdown', 'ext': '.md', 'index': 'Home'}]
let g:vimwiki_global_ext = 0
" Install the plugin, this uses vim-plug anything else should also do
Plug 'vimwiki/vimwiki'

Working with equations in the VimR preview

While it is possible to configure vim such that some symbols in equations are replaced, this usually does not really improve the readability of the equations. This is especially due to very limited support of most operation such as sub- and superscripts. For revising my writing, I rely on the preview provided by VimR. While I deactivated all additional features of the GUI such as file browser, buffer view etc., features such as the markdown and html preview are the most beneficial components of a GUI-interface compared to running NeoVim in the terminal.

Unfortunately, this preview does not support equations which are omnipresent in courses and papers out of the box. Yet not all hope is lost, as thanks to a nifty javascript tool MathJax it can be made to do so. VimR uses a tiny browser with full javascript support to render markdown and html pages, thus by modifying the markdown template to include MathJax we can patch in the support of equations.

For this we need to edit the template file VimR.app/Contents/Resources/markdown/template.html, by adding the following lines just before the html tag </head>. The relevant region of the edited file should look as follows:

  <title></title>
  <script type="text/javascript">
    window.MathJax = {
      extensions: ["tex2jax.js"],
      jax: ["input/TeX", "output/HTML-CSS"],
      tex2jax: {
        inlineMath: [ ["\\(","\\)"], ['$', '$'] ],
        displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
        processEscapes: true
      },
      "HTML-CSS": {
          availableFonts: ["STIX"],
          preferredFont: 'STIX',
          webFont: 'STIX-Web',
          imageFont: null
      }
    };
  </script>
  <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" async></script>
</head>

This adds MathJax in the most light configuration to the markdown template, allowing it to render math equations. Below you can see how the result looks:

Vimr with markdown preview

While this works well in practice, it is still a rather hacky solution. For example sometimes it is necessary to wrap the equation into a set of <p></p> tags to prevent the markdown renderer from destroying the equations. To make the approach more integrated and robust to updates of the software, I opened an issue here. I will edit this post if there is any follow up development.

  1. I am planning to do a separate blog post on the benefits and disadvantages of using an editor like Vim for most of your work. 

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