How can it be argued that irreversible macroscopic behaviour, characterised by the second lawof thermodynamics and uncertain predictions of future behaviour, can arise in a world governedby reversible deterministic Newtonian mechanics? Use diagrams in your answer.

(Adapted from Wu, Hamada, 2009) The following experiment was performed at a pulp mill. Plant performance is based on pulp brightness asmeasured by a reflective meter. Each of the shift operators (dentoted A, B, C, and D) made five pulp handsheets from unbleached pulp.Reflectance was read for each...

As you read the case, consider how you would utilize Discrete Event Simulation to model services provided by the  company’s tech teams. There are several challenges and issues one has to consider in analyzing the case. The following  guidelines should help in developing key assumptions of the mod...

R自带函数 reshape2data restructuring dplyrdata aggregation tidyr待整理 字符串处理 1. R自带函数 1.1 转置 使用函数t()可对一个矩阵或数据框进行转置，对于数据框，行名将变成变量（列）名。 {代码...} 数列array进行维度转换 aperm {代码...} 1.2 整合数据aggregate 在R中使用一个或多个by变量和一个预先定义好的函...

卷积 {代码...} 反卷积(反卷积=卷积+填充+裁剪) {代码...} Dropout {代码...} IOU {代码...} NMS {代码...} BatchNormalization {代码...}

自从 Vue2 出正式版后, 就开始了 SSR 之旅, 不过之前用的都是虚拟主机, 部署不了 SSR, 所以也只是在本地写着玩, 双 11 的时候, 买了个某云主机, 正式开始了 SSR 之旅, 然后过程并不顺利, 部署, 运行都没问题, 但是发现内存泄漏严重, 1核1G内存的主机根本负担不了, 没什么访问量的情况下, 几个小时的时间, 1G 内存就用光,...

Ross asked why there is strange queue with name CSA* in inbound or outbound queue monitor.

本文介绍如何用 TVM 自动量化（TVM 的一种量化方式）。有关 TVM 中量化的更多详细信息，参阅 此处。本教程将在 ImageNet 上导入一个 GluonCV 预训练模型到 Relay，量化 Relay 模型，然后执行推理。

最近对devOps这个话题有点兴趣，所以研究了一下monitor相关的开源项目，翻到medium上的一篇文章,而且实际项目中也曾看到devOps组的同事搭过类似的监控，就想过把瘾，了解一下监控可视化。

Homework 2EE425X - Machine Learning: A signal processing persepectiveLogistic Regression and Gaussian Discriminant AnalysisIn this homework we are going to apply Logistic Regression (LR) and Gaussian Discriminant Analysis(GDA) for solving a two-class classification problem. The goal will be to im...

IDEPG001 Programming Coursework The marks for each element are clearly indicated in the attached marking scheme. This assignment constitutes 70% of the total marks for this subject. Programming Programming V1 2324 © NCUK Ltd. 2023 Page 2 of 8 The brief As part of a climate change project, a natur...

Marks achieved in this assignment will contribute towards 50% of the final module mark. You should attempt all questions on this sheet. Note that the questions are organised in the order we covered the topics, and not in order of difficulty. Therefore it is advised that you read through the quest...

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金融市场上最重要的任务之一就是分析各种投资的历史收益。要执行此分析，我们需要资产的历史数据。数据提供者很多，有些是免费的，大多数是付费的。在本文中，我们将使用Yahoo金融网站上的数据。

目前 Uber、Netflix 在商业分析中的因果推断常用模型主要是倍差法(Difference in Difference)和匹配（Matching），目前已在其平台中建立相关方法的自主分析工具。这篇文章将介绍倍差法和普通回归法在效应量评估上的真实差异。

The only data researcher/chemical analyst has resigned at the Blane Research Company. Prior to this person resigning, the wine dataset results from a chemical analysis of wines grown in the same region in Italy but derived from three different cultivars was under analysis for research recommendat...

Chapter 8 Electrical Noise: An Overview对于一个Vp*sin(2pi t/T)的电压$$ V(t)=V^2_Psin(2\pi f\cdot t) $$Average Power Dissipated:$$ {\frac{1}{T}\int_{0}^{T}V(t)^2dt}=\frac{V^2_P}{2} $$Mean-Square Voltage:$$ {\frac{1}{T}\int_{0}^{T}V(t)^2dt}=\frac{V^2_P}{\sqrt{2}} $$Root-Mean-Square Voltage$$ V_{RMS...