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.

Malicious PyPI packages give hackers control of Telegram bot servers

A campaign active since last November has been targeting Python developers building Telegram bots with trojanized Pyrogram ...
IEEE

Smart Golf Equipment with SVM Algorithm for Real-Time Analysis of Swing Metrics and Feedback

Abstract: This research introduces a novel method for improving golf performance with smart golf equipment incorporating Support Vector Machine (SVM) algorithms. The proposed approach captures swing ...
Seeking Alpha

'No Idea' Investing: How I Built A Concentrated, Fundamentals-Based Portfolio Using Nothing But Algorithms

But unlike most quants, I run a concentrated, fundamentals-based portfolio. More than 50% of my fund is invested in only eight companies, and they're the kinds of stocks that Peter Lynch and Charlie ...
IEEE

Leveraging Parallel Computing for Efficient Cascade and Distributed Support Vector Machines on Large-Scale Data

Abstract: The Support Vector Machine (SVM) is a popular classification algorithm and is known for its generalization properties in machine learning. In this paper, we propose parallel implementation ...