An AI chatbot specializing in linear algebra. Powered by Qwen2.5 Model and RAG with knowledge base prepared by an expert in Linear Algebra. Since its launch in 2022, ChatGPT has brought large language ...

Implement the gradient descent algorithm from scratch. Perform univariate linear regression with Numpy and Python. Create data visualizations and plots using matplotlib. By the end of this course, I ...

Urschel involved the crowd in his explanation of linear systems. He used an example problem of finding the ages of two ...

Abstract: The performance of widely linear beamforming (WLB) is superior to adaptive beamforming, but it is limited by the uniform linear array geometry and non-uniform noise. In this paper, to ...

Abstract: This article presents a prediction-correction proximal method (PCPM) for the general nonsmooth convex optimization problem with linear equality and inequality constraints. The proposed ...

Representation theory with a quantum group flavour; non-commutative geometry and some functional analysis and operator algebras; category theory; some algebraic geometry, mostly foundational issues, ...