Interactive hand-drawn shape classifier built from scratch using Python and NumPy. Implements Linear Perceptron and Logistic Regression algorithms with a real-time Gradio web interface.

Learn how to build a perceptron from scratch in Python! This tutorial covers the theory, coding, and practical examples, helping you understand the foundations of neural networks and machine learning.

To address the issues of strong subjectivity and difficulty in feature extraction that are inherent to traditional frequency response analysis methods used for diagnosing transformer winding ...

ABSTRACT: Egg loss is one of the major problems in the egg hatching industry. This study aims to support farmers in optimizing their egg hatch through the development of a prediction model. This is to ...

[1_dataStructure_02_9093] (Date : 2024.10.30) / Source : https://www.acmicpc.net/problem/9093 [1_dataStructure_03_9012] (Date : 2024.10.30) / Source : https://www ...

In the era of vast data, information retrieval is crucial for search engines, recommender systems, and any application that needs to find documents based on their content. The process involves three ...

Abstract: A Multilayer Perceptron (MLP) is a machine learning algorithm capable of classifying large amounts of data and finding patterns in complex datasets. In this ...