Abstract: Feature selection is an essential phase in the creation of machine learning models, particularly for regression problems where irrelevant or redundant data may undermine the model’s ...

Abstract: We propose a class of codes, referred to as staircase matrix codes (SMCs), which have staircase-like generator matrices or parity-check matrices. We illustrate that polar codes and ...

This repository demonstrates how to apply Newton’s method (Gauss–Newton approximation with Levenberg–Marquardt damping) to train a simple multilayer perceptron (MLP) with sigmoid activation functions ...

Introduction: Causal inference of athletic injuries provides the critical foundations for the development of effective prevention strategies. In recent years, the directed acyclic graph model (DAG) ...

A comprehensive documentation of my self-directed learning journey from programming fundamentals to machine learning and advanced topics, with practical implementations of algorithms and systems.

Big Brother 27 threw fans for a loop when Rachel Reilly, the season’s only returning player and two-time veteran, was sent home in a way no one saw coming. Instead of the usual routine of nominations, ...