The following is an implementation of cellular automata using Love2D (an engine for game development). So, what is Cellular Automata? A cellular automaton is a collection of “colored” cells on a grid of specified shape that evolves through a number of discrete time steps according to a set of rules…

The A/B testing is commonly used nowadays for advertisement. Two customers can visit a retail webpage, and each sees different content. The goal here is to select to measure which advertisement is effective. If we have picked 1000 visitors randomly, 900 clicked on advertisement A, and 100 clicked on advertisement…

Principal component analysis (PCA) is a dimension reduction algorithm. It transforms the data to a lower dimension, making it easy to visualize; for example, a human is a 3D object in space, a shadow of a human is a 2D representation of a human. PCA utilizes Singular Value Decomposition (SVD)…

The aim this piece is to demonstrate some concepts of functional programming in Python, let’s dive-in! Part Derivative: The following function calculates the slope on a non-linear line.

In the realm of machine learning, tensor libraries play a crucial role in enabling efficient and scalable computations. Among the various tensor libraries available, GGML stands out for its exceptional performance, portability, and ease of use. Developed by Georgi Gerganov, GGML has gained recognition for its ability to seamlessly execute…

As we move forward in this fast-paced world, technology has taken over many of our daily tasks, which has led to questions about the need for human workers. These changes have their issues, and it’s crucial to acknowledge them. If we rely entirely on automated systems, the result is disastrous…

In the world of language analysis, SpaCy allows us to dissect the linguistic features. Let’s explore some texts using SpaCy’s capabilities. !pip install spacy !python -m spacy download en_core_web_sm import spacy # Load the English language model in SpaCy nlp = spacy.load('en_core_web_sm') # Texts text_1 = "Salim, a proficient programmer, designs innovative algorithms and develops software…

When it comes to assessing the quality of text generation or translation, one of the most widely used metrics is the BLEU (Bilingual Evaluation Understudy) score. BLEU provides a quantitative measure of how well a machine-generated text aligns with human-generated references. In this article, we’ll explore how to calculate BLEU…

A Step-by-Step Guide — JSON Web Tokens (JWTs) have become a popular method for securely transmitting information between parties. They are often used for user authentication, authorization, and data integrity verification. In this blog post, we’ll walk you through the process of decoding JWTs using Python. By the end of this guide, you’ll be…