Again, the professor in that class took some interest in me, offered me a research project, and that’s how I started working on things related to matrices and linear algebra. From there ...

Current modules are subject to change in light of the ongoing disruption caused by Covid-19. Calculus I (Maths Hons) (MATH1081), Linear Algebra I (Maths Hons) (MATH1091), Mathematics for Engineers and ...

They subsume existing linear projection approaches developed under simplifying assumptions of Gaussian distributions, i.e., when these distributions share an equal mean or covariance matrix.

This course gives a thorough introduction to linear algebra with emphasis on vector spaces, linear maps, spectral theory, orthogonality and applications of this theory. MATLAB is used for ...

This course aims to develop your knowledge in the mathematics topics of linear algebra and calculus, which provides the basic mathematics foundation that is necessary for anyone pursuing a computing ...

(3) A mechanism to rapidly prototype different matrix structures and compositions of structures. CoLA natively supports PyTorch, JAX, as well as (limited) NumPy if JAX is not installed.

Matrix classes for matrices that are block-tridiagonal and sparse, and simply "block sparse". These talk together, and furthermore containts an algorithm for inversion of the block-tridiagonal version ...

The electrical and computer engineering Ph.D. gives engineers the tools to transform the world by leading trailblazing research that expands and creates knowledge. Overview for Electrical and Computer ...

This typically leads to increased performance in tasks such as clustering, classification, and non-linear regression, which are commonly addressed by machine ... Accordingly, we apply a low-rank ...