This variant leverages the Taylor expansion to approximate the Softmax-attention and utilizes the concept of norm-preserving mapping to approximate the remainder of the first-order Taylor expansion, ...

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 ...

Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne ...

(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.

This course gives an introduction to the theory of functions of several variables with emphasis on continuity, differentiation, integration, and interative, numerical methods. MAT1110 is a natural ...

The course gives a basic introduction to probability and the use of probability models to describe random variables and stochastic processes. The course also gives an introduction to statistical ...