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The Clone Wars have begun. Battle lines are being drawn throughout the galaxy. With every world that joins the Separatists, the peace guarded by the Jedi Order is slipping through their fingers. After an explosion devastates Cato Neimoidia, the jewel of the Trade Federation, the Republic is blamed and the fragile neutrality of the planet is threatened. The Jedi dispatch Obi-Wan Kenobi, one of the Order's most gifted diplomatic minds, to investigate the crime and maintain the balance that has begun to dangerously shift. As Obi-Wan investigates with the help of a heroic Neimoidian guard, he finds himself working against the Separatists who hope to draw the planet into their conspiracy-and sens...
The definitive work on the subject, this Dictionary - available again in its eighth edition - gives a full account of slang and unconventional English over four centuries and will entertain and inform all language-lovers.
This practical volume highlights traditional, novel, and evolving aspects of the diagnosis and treatment of pulmonary embolism (PE). The contributors comprise an international team of experts. Important aspects of diagnosis, risk stratification, and differential treatment of patients with PE are presented in a concise, yet comprehensive manner. Emphasis is placed on specific issues related to PE, including pregnancy, cancer, thrombophilia, and air travel.
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.
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