Python for Scientists, 2nd Edition-Cambridge University Press(2017).pdf 很好的书，python很好，关键还免费，科研利器

英文原版教材，供需要查询回顾概率算法的编程人员使用。讲解细致，例题贴近实际。

大學生必備機率聖經 擁有它就不必花3百多買書

Practical Statistics for Data Scientists 50 Essential Concepts 英文epub 本资源转载自网络，如有侵权，请联系上传者或csdn删除 查看此书详细信息请在美国亚马逊官网搜索此书

Design of Experiments for Engineers and Scientists Second Edition Design of Experiments (DOE) is a powerful technique used for both exploring new processes and gaining increased knowledge of existing processes, followed by optimising these processes for achieving world-class performance. My involvement in promoting and training in the use of DOE dates back to the mid-1990s. There are plenty of books available in the market today on this subject written by classic statisticians, although the majority of them are better suited to other statisticians than to run-of-the-mill industrial engineers and business managers with limited mathematical and statistical skills. DOE never has been a favourite technique for many of today’s engineers and managers in organisations due to the number crunching involved and the statistical jargon incorporated into the teaching mode by many statisticians. This book is targeted to people who have either been intimidated by their attempts to learn about DOE or who have never appreciated the true potential of DOE for achieving breakthrough improvements in product quality and process efficiency. This book gives a solid introduction to the technique through a myriad of practical examples and case studies. The second edition of the book has incorporated two new chapters and both cover the latest developments on the topic of DOE. Readers of this book will develop a sound understanding of the theory of DOE and practical aspects of how to design, analyse and interpret the results of a designed experiment. Throughout this book, the emphasis is on the simple but powerful graphical tools available for data analysis and interpretation. All of the graphs and figures in this book were created using Minitab version 15.0 for Windows. I sincerely hope that practising industrial engineers and managers as well as researchers in academic world will find this book useful in learning how to apply DOE in their own work environment. The book will also be a useful resource for people involved in Six Sigma training and projects related to design optimisation and process performance improvements. In fact, I have personally observed that the number of applications of DOE in non-manufacturing sectors has increased significantly because of the methodology taught to Six Sigma professionals such as Six Sigma Green Belts and Black Belts. The second edition has a chapter dedicated to DOE for non-manufacturing processes. As a mechanical engineer, I was not convinced about the application of DOE in the context of the service industry and public sector organisations including Higher Education. I have included a simple case study showing the power of DOE in a university setting. I firmly believe that DOE can be applied to any industrial setting, although there will be more challenges and barriers in the non-manufacturing sector compared to traditional manufacturing companies. I hope that this book inspires readers to get into the habit of applying DOE for problem-solving and process troubleshooting. I strongly recommend that readers of this book continue on a more advanced reference to learn about topics which are not covered here. I am indebted to many contributors and gurus for the development of various experimental design techniques, especially Sir Ronald Fisher, Plackett and Burman, Professor George Box, Professor Douglas Montgomery, Dr Genichi Taguchi and Dr Dorian Shainin.

解释器仪表板 创建人：Oege Dijk 该软件包使快速部署仪表板Web应用程序变得很方便，该应用程序说明了（兼容scikit-learn的）机器学习模型的工作原理。 仪表板提供有关模型性能，特征重要性，特征对单个预测的贡献，“假设条件”分析，部分依赖图，SHAP（交互作用）值，单个决策树的可视化等交互式图表。 您还可以在笔记本/便携式计算机环境中以交互方式浏览仪表板的组件（或直接从那里启动仪表板）。 或使用自己的和说明设计仪表板（由于库的模块化设计）。 您可以将多个仪表板组合到一个。 例如部署在： ，在详细的文档 ，例如如何推出针对不同型号笔记本的仪表板，以及如何与解释器对象交互的例子笔记本电脑。 与scikit-learn ， xgboost ， catboost ， lightgbm等一起使用。 安装 您可以通过pip安装该软件包： pip install explain

数学工具书。。里面公式多多！！几乎你都可以查到，是一本不可多得的好书！

自动控制 多学科视角（中文版）Feedback Sysytems An Introduction for Scientists and Engineers自动控制 多学科视角（中文版）Feedback Sysytems An Introduction for Scientists and Engineers自动控制 多学科视角（中文版）Feedback Sysytems An Introduction for Scientists and Engineers

不错的关于Java的英文书。实用，深入浅出。 为了换积分贡献出来啦！

This book is designed to support a one-semester course in numerical methods. It has been written for students who want to learn and apply numerical methods in order to solve problems in engineering and science. As such, the methods are motivated by problems rather than by mathematics. That said, sufficient theory is provided so that students come away with insight into the techniques and their shortcomings.