Python is powerful — you can condense many algorithms into a single line of Python code. So the natural question arises: can you write a for loop in a single line of code? This tutorial explores this mission-critical question in all detail. How to Write a For Loop in a Single Line of Python Code? … Read more
π‘ Problem Formulation: Imagine you want to generate all possible arrangements of a sequence of items, such that each item is in a unique position in each arrangement. This is known as finding the permutations of the sequence. For example, given the sequence [1, 2, 3], the desired output is a list of permutations like … Read more
A new Apple research paper is taking the world by storm: LLM in a flash. β‘ The ideas is simple: Making large language models (LLMs) work better on computers that don’t have a lot of memory. π If you’re a human reader, chances are you’re reading this on such a computer or smartphone. If you’re … Read more
Several methods are available to implement a swap function in Python, including tuple assignment and XOR. Tuple Assignment Swap Method The tuple assignment method creates two tuples with two variables each. The first tuple contains the original variables, while the second one has their exchanged values. Finally, these tuples are “unpacked” into individual variables, effectively … Read more
In the realm of natural language processing and machine learning, two common and highly effective models for handling sequential data are Transformers and Long Short-Term Memory (LSTM) networks. While both models have proven successful in various applications, they differ in terms of architectural structure and how they process and handle data. LSTM networks, a type … Read more
To convert an integer i to a string with leading zeros so that it consists of 5 characters, use the format string f'{i:05d}’. The d flag in this expression defines that the result is a decimal value. The str(i).zfill(5) accomplishes the same string conversion of an integer with leading zeros. Challenge: Given an integer number. … Read more
The easiest way to extract numbers from a Python string s is to use the expression re.findall(‘\d+’, s). For example, re.findall(‘\d+’, ‘hi 100 alice 18 old 42’) yields the list of strings [‘100′, ’18’, ’42’] that you can then convert to numbers using int() or float(). There are some tricks and alternatives, so keep reading … Read more
π Disclaimer: NOT INVESTMENT ADVICE! In this short project, I’ll explain a Python trading bot I used for the purpose of arbitrage trading. I use Bitcoin BTC, but the arbitrage bot works better on illiquid and inefficiently priced coins — Bitcoin is usually far too liquid and efficiently priced for this to work. I also … Read more
In this article, you’ll learn how to make this beautiful and interesting animation using only Python, NumPy, and Matplotlib — nothing else: π But how does the Game of Life work – and what’s behind the classical visualization anyways? The Game of Life Conway’s Game of Life is a cellular automaton devised by the British … Read more
The Leibniz formula to calculate an approximation of the value of Ο is an infinite alternating series that adds and subtracts smaller and smaller terms of the form 1/x until it converges to the value of Ο/4. You can then multiply the result by 4 to obtain an approximation of Ο. Here’s the simple formula … Read more
Programming Challenge π¬ Challenge: Given a Python string. Find the longest substring for which holds that all of its characters are in alphabetical order so that the first character comes earlier in the alphabet than the second character, and so on. Here are three examples: You get the point. π Next, I’ll show you three … Read more
Coding Challenge π¬ Challenge: Given a string. How to find all palindromes in the string? For comprehensibility, allow me to quickly add a definition of the term palindrome: π‘ Definition: A palindrome is a sequence of characters that reads the same backward as forward such as ‘madam’, ‘anna’, or ‘101’. This article wants to give … Read more