本文介绍了续延及其在编程中的应用，特别是使用续延传递风格（CPS）实现递归函数。通过阶乘和斐波那契数列的示例，展示了如何将普通递归转换为CPS形式，并强调了闭包在这一过程中的重要性。最后提到可以自动将代码转换为CPS的方法。

本研究分析了机器学习在网络物理系统中的挑战，包括实时决策、安全性和数据隐私，并概述了联邦学习在CPS中的发展，比较了其在CPS与物联网中的应用。

本研究解决了CPS-IoT应用中复杂事件检测的长期推理能力不足的问题。通过评估大语言模型、各种神经架构以及结合人类知识的神经符号方法，提出了一种新颖的方法。研究结果表明，状态空间模型Mamba在准确性和对长时间未见传感器数据的泛化能力方面优于其他方法，表明其作为CPS-IoT基础模型的潜力。

使用大型语言模型（LLM）和人在环循环人在植物物理系统（CPS）中探索将高水平提示转化为个性化行动计划，并随后将该计划转化为由实际物理系统控制器自动执行的推理序列决策，以达到控制目标。CPS-LLM 由两个创新组成部分组成：a）一种基于液态时常的神经网络物理动力学系数估计器，可以推导出带有一些未测量状态变量的动力学模型的系数；b）然后使用模型系数对使用动力学系统和相应模型系数体现的提示进行 LLM 训练。

Last time, we got to where we'd like to have started: One file per month, with each month laid out the same. As a reminder, the CPS interviews households 8 times over the course of 16 months....

In part 2 of this series, we set the stage to parse the data files themselves. As a reminder, we have a dictionary that looks like id length start end 0 HRHHID 15 1 ...

Last time, we got to where we’d like to have started: One file per month, with each month laid out the same. As a reminder, the CPS interviews households 8 times over the course of 16 months....

Last time, we got to where we’d like to have started: One file per month, with each month laid out the same. As a reminder, the CPS interviews households 8 times over the course of 16 months....

In part 2 of this series, we set the stage to parse the data files themselves. As a reminder, we have a dictionary that looks like id length start end 0 HRHHID 15 1 15 1 HRMONTH 2 16 17 2 HRYEAR4...

In part 2 of this series, we set the stage to parse the data files themselves. As a reminder, we have a dictionary that looks like id length start end 0 HRHHID 15 1 15 1 HRMONTH 2 16 17 2...

Last time, we used Python to fetch some data from the Current Population Survey. Today, we'll work on parsing the files we just downloaded. We downloaded two types of files last time: CPS...

Last time, we used Python to fetch some data from the Current Population Survey. Today, we’ll work on parsing the files we just downloaded. We downloaded two types of files last time: CPS monthly...

Last time, we used Python to fetch some data from the Current Population Survey. Today, we’ll work on parsing the files we just downloaded. We downloaded two types of files last time: CPS...

The Current Population Survey is an important source of data for economists. It's modern form took shape in the 70's and unfortunately the data format and distribution shows its age. Some centers...

The Current Population Survey is an important source of data for economists. It’s modern form took shape in the 70’s and unfortunately the data format and distribution shows its age. Some centers...

The Current Population Survey is an important source of data for economists. It’s modern form took shape in the 70’s and unfortunately the data format and distribution shows its age. Some centers...

Last time, we used Python to fetch some data from the Current Population Survey. Today, we’ll work on parsing the files we just downloaded. We downloaded two types of files last time: CPS monthly...