Visual Studio Magazine

Linear Regression with Pseudo-Inverse Training Using JavaScript

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression with pseudo-inverse training implemented using JavaScript. Compared to other training techniques, such as ...
IEEE

Fixed-Time Distributed Output Optimization for Heterogeneous Linear Multiagent Systems: Introducing Distributed Piecewise Protocols

Abstract: This article is devoted to fixed-time (FXT) output optimization for heterogeneous linear multiagent systems (MASs) by proposing distributed piecewise protocols. By introducing an auxiliary ...
IEEE

Variational Bayesian Multi-Output Gaussian Process Regression for Metabolic Profiles Prediction with Microbiome Data

Abstract: Understanding the pivotal role of the human microbiome in health necessitates accurate metabolite prediction, which is crucial for unraveling the intricate interplay between the gut ...
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Building multivariate linear regression in C++ — no libraries, just code

Want to understand how multivariate linear regression really works under the hood? In this video, we build it from scratch in C++—no machine learning libraries, just raw code and linear algebra. Ideal ...
GitHub

Linear Regression Practice Using Python

From the first 5 rows of the dataset, we can see that there are several columns available: species, island, bill_length_mm, bill_depth_mm, flipper_length_mm, body_mass_g, and sex. There also appears ...