1. Binary Variables
2. Multinomial Variables
3. The Gaussian Distribution
4. The Exponential Family

Introduction to Computational Chemistry - Third Edition
Frank Jensen Department of Chemistry, Aarhus University, Denmark

• 线性模型、神经网络、核方法、图模型和近似推断 等机器学习方法
• 介绍蒙特卡洛、广义多项式混沌、PDF/CDF方法、数据 同化等不确定性量化方法
• 熟练掌握这些方法的数值实现和计算机建模

代码转流程图

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