ComfyUI is a powerful and flexible node-based user interface for AI image generation. Unlike traditional interfaces, ComfyUI adopts a node and connection based approach, offering granular control over every step of the generation process. In this article, we’ll discover together the basic workflow to generate your first image with ComfyUI. 🎯 Prerequisites Before diving into ComfyUI, make sure you have: Windows 10/11, macOS, or Linux At least 8 GB of RAM (16 GB recommended) An NVIDIA graphics ca…

In this article, we will explore how to use Continue.dev, Ollama, Codestral, and Starcoder to create a powerful AI assistant for code writing and autocompletion, all running locally. This setup ensures data privacy while leveraging advanced language models to optimize your development workflow. 🤖 What is a Code Agent and AI Autocompletion? A code agent is an AI-powered assistant designed to help developers understand, write, and debug code. AI autocompletion goes beyond basic suggestions by off…

Clustering is one of the core techniques in unsupervised learning. It enables us to group similar data points without requiring any predefined labels. In this article, we explore how the K-Means algorithm can be applied to the widely-used Iris dataset, focusing on the sepal features. The objective of this analysis is to illustrate the entire clustering process, from determining the optimal number of clusters using the Elbow method to applying K-Means and comparing the results with the original …

In this article, we’ll break down a simple but powerful neural network implementation for recognizing handwritten digits using a Multilayer Perceptron (MLP). This task, commonly known as digit recognition, is a classic problem in machine learning and a great introduction to neural networks. 🧠 What is a Multilayer Perceptron (MLP)? A Multilayer Perceptron (MLP) is a type of artificial neural network that consists of an input layer, one or more hidden layers, and an output layer. Each layer conta…