Abstract: We proposed a novel computational framework for cardiac disease detection aimed at improving patient outcomes. A systematic pipeline was developed, incorporating six classification models: ...

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.

Implement Logistic Regression in Python from Scratch ! In this video, we will implement Logistic Regression in Python from Scratch. We will not use any build in models, but we will understand the code ...

I would like to contribute a lightweight and optimized implementation of Horizontal Federated Logistic Regression (2025 optimized version) to this project. This implementation is tailored for ...

1 School of Computing and Data Science, Wentworth Institute of Technology, Boston, USA. 2 Department of Computer Science and Quantitative Methods, Austin Peay State University, Clarksville, USA. 3 ...

Abstract: In the field of machine learning (ML) and big data analysis, sample data often needs to be classified. Traditional logistic regression can predict the sample set, and it is also the main ...