Abstract: Linear discriminant analysis (LDA) faces challenges in practical applications due to the small sample size (SSS) problem and high computational costs. Various solutions have been proposed to ...

If you’d like an LLM to act more like a partner than a tool, Databot is an experimental alternative to querychat that also works in both R and Python. Databot is designed to analyze data you’ve ...

What if you could create your very own personal AI assistant—one that could research, analyze, and even interact with tools—all from scratch? It might sound like a task reserved for seasoned ...

CREATING NEW NON-CAREER, POLICY-ORIENTED EMPLOYEES IN THE FEDERAL GOVERNMENT: Today, President Donald J. Trump signed an Executive Order creating a new classification of non-career federal workers, ...

The Nature Index 2025 Research Leaders — previously known as Annual Tables — reveal the leading institutions and countries/territories in the natural and health sciences, according to their output in ...

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

ABSTRACT: The stochastic configuration network (SCN) is an incremental neural network with fast convergence, efficient learning and strong generalization ability, and is widely used in fields such as ...

ABSTRACT: The stochastic configuration network (SCN) is an incremental neural network with fast convergence, efficient learning and strong generalization ability, and is widely used in fields such as ...

The latest Carnegie Classification of Institutions of Higher Education is here, and there’s a new top category for colleges to strive for: “Opportunity Colleges and Universities.” The latest Carnegie ...

Linear Support Vector Regression from Scratch Using C# with Evolutionary Training Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector ...