For five years, Konrad has imprisoned himself and his crippled wife in an abandoned lime works where he’s conducted odd auditory experiments and prepared to write his masterwork, The Sense of Hearing. As the story begins, he’s just blown the head off his wife with the Mannlicher carbine she kept strapped to her wheelchair. The murder and the bizarre life that led to it are the subject of a mass of hearsay related by an unnamed life-insurance salesman in a narrative as mazy, byzantine, and mysterious as the lime works—Konrad’s sanctuary and tomb.

第22回木村伊兵衛写真賞受賞作品集の復刊。

This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.

Explores a lavishly illustrated look at an important part of our industrial history with Lime Kilns.

Traditional mortars are eminently workable, effectively porous, economic in use and appropriately durable. Used in buildings for thousands of years, these materials are ideal for repair and conservation work. Unlike cement or modern hydraulic lime, their routine use would make a significant contribution in the struggle against climate change. However, despite the 1975 'lime revival' there remains a deficit in research into the most-used traditional mortars. This book seeks to redress the balance. Drawing upon historic literature, material science and industry case studies, topics covered include: a historical overview of traditional mortars; slaking and mixing hot mixed lime mortars; the essentials of pozzolans, aggregates and lime tempering; plasters, lime washes and sheltercoats, and finally, the revival of interest in the use of like-for-like and compatible mortars. A comprehensive book on the true understanding of hot mixing limes and traditional mortars for the twenty-first century. It is fully illustrated with 286 colour photographs and 11 line artworks. Nigel Copsey is an accredited conservator-restorer and works as a Research Associate in the Dept of Archaeology, University of York.