This book provides a unique tour of university mathematics with the help of Python. Written in the spirit of mathematical exploration and investigation, the book enables students to utilise Python to enrich their understanding of mathematics through: Calculation: performing complex calculations and numeric...
This free book provides an Informatics-oriented introduction to programming. The primary difference between a computer science approach and the Informatics approach taken in this book is a greater focus on using Python to solve data analysis problems com
It's a Julia/ R/ Python environment which you can use from within the browser. You canrun a notebook server locally, or run one in the cloud at sites such ashttp://notebooks.azure.com/ This entire article is being written inside of a Jupyter notebook on the Azure platform usi...
Understanding how students interact with AI bots is a first step towards integrating them into instructional design. In this report, the results of a surve
My name is Victoria Sabo and I am amathematicsandSpanishdouble major atGeorgetown University. I am very interested in applying math to problem solving in the real world, such as using programing and data in security, population modeling, analyzing businesses, or even tracking supermarket inventory ...
rightarrow \inftyand takes an explicit analytic form for half-integer values of\nu, i.e.,\left\{ \nu = n/2 \mid n=1,3,5, \ldots \right\}. We focus primarily on\nu = 7/2and\nu =9/2, as they correspond to smooth functions with a high predictability of higher-order ...
When making a choice with limited information, we explore new features through trial-and-error to learn how they are related. However, few studies have investigated exploratory behaviour when information is limited. In this study, we address, at both the behavioural and neural level, how, when,...
For SVM we used the RBF kernel with the regularizer constant set to 0.5, along with in-built mechanism to handle the imbalance in Python. For MSC we used kmeans++ to choose 10 anchors, and set the model to have 1 class profile for sepsis and 1 class profile for non-sepsis, and used...
Afzal, A., Hager, G., Wellein, G., Markidis, S. (2023). Exploring Techniques for the Analysis of Spontaneous Asynchronicity in MPI-Parallel Applications. In: Wyrzykowski, R., Dongarra, J., Deelman, E., Karczewski, K. (eds) Parallel Processing and Applied Mathematics. PPAM 2022. ...
Department of Mathematics, University of Aveiro, 3810–193, Aveiro, Portugal Vera Afreixo Editor information Editors and Affiliations Institute for Computing and Information Sciences, Radboud University Nijmegen, Heyendaalseweg 135, 6525AJ, Nijmegen, The Netherlands ...