Step 1: if you have installed Julia on your computer, you can download this repository using the green Clone or download button above. Once you have Julia installed, you can run all the Julia codes in ...

Key open questions regarding the stability, reliability, and efficiency of machine learning approaches can be addressed through mathematics, particularly numerical analysis. A deeper mathematical ...

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math ...

This course gives an introduction to numerical methods for solving problems in physics ... the following two count 40% each towards the finale grade. When writing your assignments make sure to ...

After passing the course the student has obtained an understanding of the basic concepts of linear algebra. He/she has theoretical understanding of linear systems, least squares problems and ...

The course may be adapted for students who are unable to follow regular teaching on campus. Home exams in the form of three project assignments that each counts 1/3 towards the final grade. When ...

Intro. to Numerical Analysis in Scientific Computing MW, 4—5:30PM SEC 204 T. Pan Math 4364-02 14983 Intro. to Numerical Analysis in Scientific Computing TTh, 1—2:30PM SEC 204 A. Mamonov Math 4366-01 ...