It’s a kind of magic — Python is the go-to language for most data science and machine learning projects. However, not every data scientist is necessarily a seasoned Python developer who knows and exploits all the nice features the language offers. This is of course understandable but also unfortunate at the same time. Why? Because knowing…

Using Makefiles, pre-commit hooks, and GitHub Actions to help create a happy development team — Do you want your team to enjoy your development workflow? Do you think building software should be fun and existentially fulfilling? If so, this is the article for you! I’ve been developing with Django for years, and I’ve never been happier with my Django project setup than I am right…

Advice for cleaner and better Python code — In this article, we’ll be taking a look at two common coding styles that programmers use to handle scenarios where a piece of code might fail: “Look Before You Leap” (LBYL) and “Easier To Ask for Forgiveness Than Permission” (EAFP). If you aren’t familiar with the LBYL vs. EAFP debate…

Are you Using Print or Log to Debug your Code? Use Icecream instead. — Motivation If you are using print to debug your code, you might find it confusing to look at many lines of output on your terminal and then try to figure out which code each output belongs to. For example, running the script below will give you 30 40 Which one…

A Short and Clean Approach to Processing Iterables — Motivation map and filter are two efficient Python methods to work with iterables. However, the code can look messy if you use both map and filter at the same time. Wouldn’t be nice if you can use pipes | to apply multiple methods on an iterable like below?

It is easy to write bad functions, much harder to write exemplary ones — here are some of the ways I improve mine! — Introduction Writing code can be a seriously difficult and challenging gig. This is especially the case when some problems are difficult to solve, and have multiple solutions. It is not always easy to keep your code in tip-top, perfect shape. This is especially the case when there are multiple solutions to…

Python best practices and tips that will make you code quickly and efficiently — Python is one of the most popular programming languages ​​for beginners, making it the most widely taught language in schools around the world. However, learning Python is not an easy thing. To get started, you first need to find the best online way to get there, which is difficult in…

Speed of development, execution time, (de)serialization, and maintainability all play a role in making your code shine — As developers, we throw a lot of data around. The representation of data matters a lot and we need to be able to keep track of which variables represent which attributes. Configuration is a prime example of complex data. In the following article, I will use location as an example…

Know the few idioms and their alternatives — Changelogs: 5 Jan 2022 — Fix typos and improve clarity Ranked as number one in top programming languages 2021 in IEEE Spectrum, Python is one of the easier languages to pick up, and very popular among the machine learning community. However, there are some common idioms and patterns that deviate…

Concepts that help to increase your Python knowledge — In this blog, we will see some of the advanced concepts of Python that help us master it. 1. Exception Handling An exception is a condition that occurs during the execution of the program and interrupts the execution. It can occur due to many reasons. Suppose you are writing a program for division…

Avoid unnecessary for loops, access dictionary items more effectively, and more — One of the nice things about Python is that it’s easy to get stuff working. Another nice thing is that there are a number of hidden treasures in Python to make your code cleaner, easier to read, and easier to write. In this article, you’ll learn four easy ways to…

Python refactoring tips for cleaner code — Code refactoring is one of the most interesting and important parts of your code. Refactoring your code not only makes your code more readable but also reduces the number of unnecessary lines. Whether it is Software Development or some coding competition, code refactoring is needed everywhere. It’s your responsibility to…

Let’s expand the definition of refactoring to include new functionalities — Different Kind of Refactoring I plan to increase stability and performance and to decrease the cost of maintenance in the Photonai code base. I add clustering functionality to the original code base and change the architecture. A small code refactoring task is usually fixing bugs. …

Useful Code Practices For Python Developers — Object-Oriented Programming Is a programming paradigm based on the concepts of classes and objects. The Concept of oop First Introduced in 1967. The First-ever programming language that has the primary features of OOP is Simula Created by Alan Kay. A Class in oop Works as a blueprint for the object…