Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

Welcome to the Quantum Computing Notebook! This notebook serves as an introduction to quantum circuit concepts using the Qiskit library. The primary goal of the hands-on sessions is to familiarize ...

生成式人工智能是最近非常火的话题，也是目前人工智能着重发展的几个方向之一。李宏毅老师是台湾大学的教授，李老师的课程简单清晰、通俗易懂，适合初学者入门。本导论主要内容源于李宏毅老师的课程《生成式人工智能导论》（2024春）以及 机器学习 ...