Abstract: The increasing complexity of optical communication systems and networks necessitates advanced methodologies for extracting valuable insights from vast and heterogeneous datasets. Machine ...

This tutorial is an adaptation of the NumPy Tutorial from Tensorflow.org. To run this tutorial, I assume you already have access to the WAVE HPC with a user account and the ability to open a terminal ...

Abstract: Recently, Optimal Transport has been proposed as a probabilistic framework in Machine Learning for comparing and manipulating probability distributions. This is rooted in its rich history ...

数值分析是数学和计算机科学的一个重要分支，涉及使用数值方法来解决数学问题。MATLAB 是一个强大的数值计算环境，广泛应用于科学计算、工程分析和数据处理。本教程将带你深入了解 MATLAB 中的数值分析技术，包括理论解释、代码示例和实践练习。 MATLAB ...