Interpretable Machine Learning

Interpretable Machine Learning
Author: Christoph Molnar
Publisher: Lulu.com
Total Pages: 320
Release: 2020
Genre: Computers
ISBN: 0244768528

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.

Combating Trafficking in Persons

Combating Trafficking in Persons
Author:
Publisher: United Nations Publications
Total Pages: 144
Release: 2009
Genre: Human trafficking
ISBN:

Giver et overblik over de internationale traktater om menneskehandel og beskriver best practice om bekæmpelse heraf

Conservation Catalysts

Conservation Catalysts
Author: James N. Levitt
Publisher: Lincoln Inst of Land Policy
Total Pages: 350
Release: 2014
Genre: Nature
ISBN: 9781558443013

"This multi-author volume explores large-landscape conservation projects catalyzed by colleges, universities, independent field stations, and research organizations around the world. These initiatives are grand-scale, cross-boundary, cross-sectoral, and cross-disciplinary efforts to protect working and wild landscapes and waterscapes in Australia, Canada, Chile, Colombia, Honduras, Kenya, Tanzania, Trinidad & Tobago, and the United States"--

Oil & War

Oil & War
Author: Robert Goralski
Publisher: William Morrow
Total Pages: 392
Release: 1987
Genre: History
ISBN:

The full story of the role that oil played in the origins and outcome of World War II.

Earth Church

Earth Church
Author: Jim Blackburn
Publisher:
Total Pages:
Release: 2021-09-20
Genre:
ISBN: 9780999476444

Trophy Blacktails

Trophy Blacktails
Author: Scott Haugen
Publisher: Frank Amato Publications
Total Pages: 0
Release: 2011-09
Genre: Deer hunting
ISBN: 9780981942308

Wild Wolves We Have Known

Wild Wolves We Have Known
Author: Richard P. Thiel
Publisher:
Total Pages: 245
Release: 2013-09-15
Genre: Wolves
ISBN: 9780615860022

Stories of Wolf Biologists' Favorite Wolves

There and Back

There and Back
Author: Jimmy Chin
Publisher: National Geographic Books
Total Pages: 0
Release: 2021-12-07
Genre: Photography
ISBN: 1984859501

NEW YORK TIMES BESTSELLER • The Academy Award–winning director of Free Solo and National Geographic photographer presents the first collection of his iconic adventure photography, featuring some of the greatest moments of the most accomplished climbers and outdoor athletes in the world, and including more than 200 extraordinary photographs. “An extraordinary work of art.”—Jon Krakauer Filmmaker, photographer, and world-class mountaineer Jimmy Chin goes where few can follow to capture stunning images in death-defying situations. There and Back draws from his breathtaking portfolio of photographs, captured over twenty years during cutting-edge expeditions on all seven continents—from skiing Mount Everest, to an unsupported traverse of Tibet's Chang Tang Plateau on foot, to first ascents in Chad’s Ennedi Desert and Antarctica’s Queen Maud Land. Along the way, Chin shares behind-the-scenes details about how he captured such astounding images in impossible conditions, and tells the stories of the legendary adventurers and remarkable athletes he has photographed, including Alex Honnold, the star of his Academy Award–winning documentary film Free Solo; ski mountaineer Kit DesLauriers; snowboarder Travis Rice; and mountaineers Conrad Anker and Yvon Chouinard. These larger-than-life images, coupled with stories of outsized drive and passion, of impossible goals with life or death stakes, of partnerships forged through incredible hardship, are sure to inspire wonder and awe.