Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...
HighDream Notebook 是一个基于 Python 和 SymPy 的符号计算工具。它采用模块化设计，通过 广度优先搜索(BFS)算法和规则驱动 方法，实现对微分、积分、极限、矩阵和等价形式等数学问题的自动化求解，并提供求解过程。 为什么创建这个项目？ 我在上高中时苦于立体 ...
Abstract: Reliable and efficient trajectory generation methods are a fundamental need for autonomous dynamical systems. The goal of this article is to provide a comprehensive tutorial of three major ...
An exercise-driven course on Advanced Python Programming that was battle-tested several hundred times on the corporate-training circuit for more than a decade. Written by David Beazley, author of the ...
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