The Final Artefact

Vim provides a wide range of functions for file formatting, starting with basic features such as reindent. VimL Implementation Creating a function within Vim to process the file is likely the most straightforward approach. The primary purpose of this function is to pass the filename to an external command for formatting. Leveraging the rich ecosystem of Python formatting tools available from the command line allows the function to efficiently and consistently format files, tapping into powerful, pre-existing solutions for code aesthetics and standardization....

Background For a computer, an image is collection of interpretable instructions that amount to a visual representation. Raster images are composed from using pixels, containing unique colours, whereas vector images keep track of points and equations that join them. In \(\LaTeX\) PGF/TikZ is used to generate vector graphics from algebraic descriptions. TikZ is mostly used to conveniently draw various scientific figures. ChatGPT is capable of generating computer code in majority of popular languages....

Types of Projects The term Python project can be somewhat misleading. While languages like Swift are designed for specific purposes such as generating macOS/iOS apps, components, and frameworks, Python is used in a much more versatile manner. A Python project might range from an analytical solution developed across multiple Jupyter notebooks to a standalone script querying a database API and extracting results to an application or package facilitating the deployment of models....

Most frequently, users tend to undertake common R installation and management tasks from within the R session. Frequently making use of commands, like install.packages, update.packages or old.packages to obtain or update packages or update/verify the existing packages. Those common tasks can also be accomplished via the GUI offered within RStudio, which provides an effortless mechanism for undertaking basic package management tasks. This is approach is usually sufficient for the vast majority of cases; however, there are some examples when working within REPL^[REPL stands for Read Eval Print Loop and is usually delivered in a form of an interactive shell....

Big-O The purpose of this is not to provide yet another primer on the Big-O/$\Omega$/$\Theta$ notation but to share my enduring appreciation for working with R. I will introduce Big-O only briefly to provide context but I would refer all of those who are interested to the linked materials. What is Big-sth notation… When analysing functions, we may be interested in knowing how fast a function grows. For instance, for function \(T(n)=4n^2-2n+2\), after ignoring constants, we would say that \(T(n)\) grows at the order of \(n^2\)....