The 2014 discovery of HMS Erebus - a ship lost during Sir John Franklin’s 1845 expedition to find the Northwest Passage - reignited popular, economic, and political interest in the Arctic’s exploration, history, anthropology, and historical geography. Lines in the Ice investigates the allure of the North through topographical views, maps, explorers’ diaries, and historic photographs. Following the course of major journeys to the Arctic, including those of Martin Frobisher, Henry Hudson, and John Franklin, Philip Hatfield assesses the impact of these incursions on the North’s numerous indigenous communities and reveals the role of exploration in making the modern world. Besides detailing the area’s vivid history, Lines in the Ice also focuses on beautiful works created over the last 500 years by people who live and travel in the Arctic. Lavishly illustrated with reproductions of items rarely seen outside of the British Library, this volume meditates on humans’ relationships with the Arctic at a time when climate change poses a catastrophic threat to the peoples and ecosystems of this enigmatic region. A timely work that traces the past’s influence on the present day, Lines in the Ice showcases the rich visual history of Arctic exploration, indigenous cultural works, and the longstanding ways in which the North has captivated the public.

It starts with a line. Whether made by the tip of a pencil or the blade of a skate, the magic starts there. And magic once again flows from the pencil and imagination of internationally acclaimed artist Suzy Lee. With the lightest of touches, this masterwork blurs the lines between real and imagined, reminding us why Lee's books have been lauded around the world, recognized on New York Times Best Illustrated Books lists and nominated for the Hans Christian Andersen Award, the highest international honor given to children's book creators. This seemingly simple story about a young skater on a frozen pond will charm the youngest of readers while simultaneously astounding book enthusiasts of any age. Plus, this is the fixed format version, which looks almost identical to the print edition.

David Sedaris's beloved holiday collection is new again with six more pieces, including a never before published story. Along with such favoritesas the diaries of a Macy's elf and the annals of two very competitive families, are Sedaris's tales of tardy trick-or-treaters ("Us and Them"); the difficulties of explaining the Easter Bunny to the French ("Jesus Shaves"); what to do when you've been locked out in a snowstorm ("Let It Snow"); the puzzling Christmas traditions of other nations ("Six to Eight Black Men"); what Halloween at the medical examiner's looks like ("The Monster Mash"); and a barnyard secret Santa scheme gone awry ("Cow and Turkey"). No matter what your favorite holiday, you won't want to miss celebrating it with the author who has been called "one of the funniest writers alive" (Economist).

“Shows us, in tender detail, a life consumed by our unholy appetites.”—Steve Almond, New York Times Book Review The tragic death of hockey star Derek Boogaard at twenty-eight was front-page news across the country in 2011 and helped shatter the silence about violence and concussions in professional sports. Now, in a gripping work of narrative nonfiction, acclaimed reporter John Branch tells the shocking story of Boogaard's life and heartbreaking death. Boy on Ice is the richly told story of a mountain of a man who made it to the absolute pinnacle of his sport. Widely regarded as the toughest man in the NHL, Boogaard was a gentle man off the ice but a merciless fighter on it. With great narrative drive, Branch recounts Boogaard's unlikely journey from lumbering kid playing pond-hockey on the prairies of Saskatchewan, so big his skates would routinely break beneath his feet; to his teenaged junior hockey days, when one brutal outburst of violence brought Boogaard to the attention of professional scouts; to his days and nights as a star enforcer with the Minnesota Wild and the storied New York Rangers, capable of delivering career-ending punches and intimidating entire teams. But, as Branch reveals, behind the scenes Boogaard's injuries and concussions were mounting and his mental state was deteriorating, culminating in his early death from an overdose of alcohol and painkillers. Based on months of investigation and hundreds of interviews with Boogaard's family, friends, teammates, and coaches, Boy on Ice is a brilliant work for fans of Michael Lewis's The Blind Side or Buzz Bissinger's Friday Night Lights. This is a book that raises deep and disturbing questions about the systemic brutality of contact sports—from peewees to professionals—and the damage that reaches far beyond the game.

Finalist for the 2020 PEN / E.O. Wilson Literary Science Writing Award Acclaimed on its hardcover publication, a global journey that reminds us "of how magical the planet we're about to lose really is" (Bill McKibben) With a new epilogue by the author After nearly a decade overseas as a war reporter, the acclaimed journalist Dahr Jamail returned to America to renew his passion for mountaineering, only to find that the slopes he had once climbed have been irrevocably changed by climate disruption. In response, Jamail embarks on a journey to the geographical front lines of this crisis—from Alaska to Australia's Great Barrier Reef, via the Amazon rainforest—in order to discover the consequences to nature and to humans of the loss of ice. In The End of Ice, we follow Jamail as he scales Denali, the highest peak in North America, dives in the warm crystal waters of the Pacific only to find ghostly coral reefs, and explores the tundra of St. Paul Island where he meets the last subsistence seal hunters of the Bering Sea and witnesses its melting glaciers. Accompanied by climate scientists and people whose families have fished, farmed, and lived in the areas he visits for centuries, Jamail begins to accept the fact that Earth, most likely, is in a hospice situation. Ironically, this allows him to renew his passion for the planet's wild places, cherishing Earth in a way he has never been able to before. Like no other book, The End of Ice offers a firsthand chronicle—including photographs throughout of Jamail on his journey across the world—of the catastrophic reality of our situation and the incalculable necessity of relishing this vulnerable, fragile planet while we still can.

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.

'A wonderful book: Nancy Campbell is a fine storyteller with a rare physical intelligence. The extraordinary brilliance of her eye confers the reader a total immersion in the rimy realms she explores. Glaciers, Arctic floe, verglas, frost and snow -- I can think of no better or warmer guide to the icy ends of the Earth' Dan Richards, author of Climbing Days A vivid and perceptive book combining memoir, scientific and cultural history with a bewitching account of landscape and place, which will appeal to readers of Robert Macfarlane, Roger Deakin and Olivia Laing. Long captivated by the solid yet impermanent nature of ice, by its stark, rugged beauty, acclaimed poet and writer Nancy Campbell sets out from the world's northernmost museum - at Upernavik in Greenland - to explore it in all its facets. From the Bodleian Library archives to the traces left by the great polar expeditions, from remote Arctic settlements to the ice houses of Calcutta, she examines the impact of ice on our lives at a time when it is itself under threat from climate change. The Library of Ice is a fascinating and beautifully rendered evocation of the interplay of people and their environment on a fragile planet, and of a writer's quest to define the value of her work in a disappearing landscape. 'The writer and poet offers reflections on ice and snow that draw on art, science and history... a dreamlike book.' - The Guardian 'It is a sparkling and wonderful meditation on a substance we must cherish' - The Independent 'It is a pleasant brew infused with elements not only of travel and history, but also of memoir and personal reflection'- Literary Review 'Ms Campbell, a penniless but intrepid traveller, braves miserable bus journeys, freezing rain, dark and intense cold, but still manages to write rapturously of the beauties of the Arctic'- The Economist

Hot hockey hunks and the smart women who love them... He has it all...but he can't have her Brody Mitchell is a damn good hockey player and has the NHL contract to prove it. He loves the game, but he hates the hype, the spotlight and especially the puck bunnies who only want to score an athlete husband. He’s been burned before. He’s not looking to repeat that mistake. When he makes a hot connection with a beautiful brunette, he's not expecting forever. She doesn’t want to know his name and he’s more than happy not to give it. She just got it all... but she can't keep him As a brand-new sports reporter for the Philadelphia Record, Tara Downey should be more interested in tracking down a hot trade rumor than in how many times the hot stranger can rock her world. But after bombing out on an assignment, she can't resist a taste of him as a consolation…even if it’s only for one night. Tara and Brody spend one amazing night in bed. But in the light of day, they find themselves on opposite sides of the boards. Will trust issues ruin their budding romance? Or will love win the day?

Enter the strange and haunting world of Anna Kavan, author of mind-bending stories that blend science fiction and the author's own harrowing experiences with drug addiction, in this new collection of her best short stories. Anna Kavan is one of the great originals of twentieth-century fiction, comparable to Leonora Carrington and Jean Rhys, a writer whose stories explored the inner world of her imagination and plumbed the depths of her long addiction to heroin. This new selection of Kavan’s stories gathers the best work from across the many decades of her career, including oblique and elegiac tales of breakdown and institutionalization from Asylum Piece (1940), moving evocations of wartime from I Am Lazarus (1945), fantastic and surrealist pieces from A Bright Green Field (1958), and stories of addiction from Julia and the Bazooka (1970). Kavan’s turn to science fiction in her final novel, Ice, is reflected in her late stories, while “Starting a Career,” about a mercenary dealer of state secrets, is published here for the first time. Kavan experimented throughout her writing career with results that are moving, funny, bizarre, poignant, often unsettling, always unique. Machines in the Head offers American readers the first full overview of the work of a fearless and dazzling literary explorer.