Visual Studio Magazine

Support Vector Regression with SGD Training Using C#

Support vector regression can predict numeric values effectively, and this article shows how to implement and train a kernel SVR model in C# using stochastic sub-gradient descent.
GitHub

Function decoration for backoff and retry — modern, fast, zero dependencies.

backon is a modern evolution of backoff — a zero-dependency Python library for retry with exponential backoff. It provides decorator, functional, and context manager APIs for both sync and async code.
IEEE

Machine Learning Approaches for Loan Default Prediction: A Comparative Analysis of Random Forest and KNN Algorithms

One of the key issues faced by financial institutions is the prediction of loan default. Two machine learning methods, Random Forest and K-Nearest Neighbors (KNN), are tested in this study, using an ...
IEEE

Fingerprint-based Visible Light Positioning Using an Improved WKNN Algorithm with Dynamic Neighbor Selection

Abstract: Visible light positioning (VLP) has become one of the promising solutions in the field of indoor positioning applications, due to its high positioning accuracy, low implementation cost, and ...