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"Harper's poetry is not limited by color or attitude. In Images of Kin, Harper amazes with his keen sense of political and personal histories, his breadth of expression. This collection fixes Harper as one of the dominant poetic voices of his generation" -- Chicago Sun-Times "It is Mr. Harper's achievement to have projected his most difficult and complex insights and feelings through the epical manner, yet at the same time carried us along to identify with him." -- New York Times Book Review
Deep Learning is now synonymous with applied machine learning. Many technology giants (e.g. Google, Microsoft, Apple, IBM) as well as start-ups are focusing on deep learning-based techniques for data analytics and artificial intelligence. This technology applies quite strongly to biometrics. This book covers topics in deep learning, namely convolutional neural networks, deep belief network and stacked autoencoders. The focus is also on the application of these techniques to various biometric modalities: face, iris, palmprint, and fingerprints, while examining the future trends in deep learning and biometric research. Contains chapters written by authors who are leading researchers in biometrics. Presents a comprehensive overview on the internal mechanisms of deep learning. Discusses the latest developments in biometric research. Examines future trends in deep learning and biometric research. Provides extensive references at the end of each chapter to enhance further study.
Four children embark on a quest for a new land at the dawn of human history Africa, two hundred thousand years ago: Suth and Noli were orphaned the night the murderous strangers came, speaking an unfamiliar language and bringing violence to the peaceful Moonhawk tribe. Determined not to die in the desert, Suth and Noli slip away with Ko and Mana. Suth, the eldest, leads them; Noli’s dreams of the future guide them. Ko gives them courage; Mana gives them peace. Their search for a new Good Place, one of food and safety, will take them across the valleys and plains of prehistoric Africa and bring them together as a tribe and as a family.
We find our way forward by going back. The invented history of the Western world is crumbling fast, Anishinaabe writer Patty Krawec says, but we can still honor the bonds between us. Settlers dominated and divided, but Indigenous peoples won't just send them all "home." Weaving her own story with the story of her ancestors and with the broader themes of creation, replacement, and disappearance, Krawec helps readers see settler colonialism through the eyes of an Indigenous writer. Settler colonialism tried to force us into one particular way of living, but the old ways of kinship can help us imagine a different future. Krawec asks, What would it look like to remember that we are all related? How might we become better relatives to the land, to one another, and to Indigenous movements for solidarity? Braiding together historical, scientific, and cultural analysis, Indigenous ways of knowing, and the vivid threads of communal memory, Krawec crafts a stunning, forceful call to "unforget" our history. This remarkable sojourn through Native and settler history, myth, identity, and spirituality helps us retrace our steps and pick up what was lost along the way: chances to honor rather than violate treaties, to see the land as a relative rather than a resource, and to unravel the history we have been taught.
The Science of Deep Learning emerged from courses taught by the author that have provided thousands of students with training and experience for their academic studies, and prepared them for careers in deep learning, machine learning, and artificial intelligence in top companies in industry and academia. The book begins by covering the foundations of deep learning, followed by key deep learning architectures. Subsequent parts on generative models and reinforcement learning may be used as part of a deep learning course or as part of a course on each topic. The book includes state-of-the-art topics such as Transformers, graph neural networks, variational autoencoders, and deep reinforcement learning, with a broad range of applications. The appendices provide equations for computing gradients in backpropagation and optimization, and best practices in scientific writing and reviewing. The text presents an up-to-date guide to the field built upon clear visualizations using a unified notation and equations, lowering the barrier to entry for the reader. The accompanying website provides complementary code and hundreds of exercises with solutions.
In Kind of Kin by award-winning author Rilla Askew, when a church-going, community-loved, family man is caught hiding a barn-full of illegal immigrant workers, he is arrested and sent to prison. This shocking development sends ripples through the town—dividing neighbors, causing riffs amongst his family, and spurring controversy across the state. Using new laws in Oklahoma and Alabama as inspiration, Kind of Kin is a story of self-serving lawmakers and complicated lawbreakers, Christian principle and political scapegoating. Rilla Askew’s funny and poignant novel explores what happens when upstanding people are pushed too far—and how an ad-hoc family, and ultimately, an entire town, will unite to protect its own.
A novel by the Bram Stoker Award-winning author of THE TURTLE BOY. On a scorching hot summer day in Elkwood, Alabama, Claire Lambert staggers naked, wounded, and half-blind away from the scene of an atrocity. She is the sole survivor of a nightmare that claimed her friends, and even as she prays for rescue, the killers -- a family of cannibalistic lunatics -- are closing in. A soldier suffering from post-traumatic stress disorder returns from Iraq to the news that his brother is among the murdered in Elkwood. In snowbound Detroit, a waitress trapped in an abusive relationship gets an unexpected visit that will lead to bloodshed and send her back on the road to a past she has spent years trying to outrun. And Claire, the only survivor of the Elkwood Massacre, haunted by her dead friends, dreams of vengeance... a dream which will be realized as grief and rage turn good people into cold-blooded murderers and force alliances among strangers. It's time to return to Elkwood. In the spirit of such iconic horror classics as The Texas Chainsaw Massacre and Deliverance, Kin begins at the end and studies the possible aftermath for the survivors of such traumas upon their return to the real world -- the guilt, the grief, the thirst for revenge -- and sets them on an unthinkable journey... back into the heart of darkness.
"Explores the richness and dignity of Appalachian life ... [Rodenberg's] stories of lives that are generally overlooked make for essential reading."--The Washington Post “Kin moved me, disturbed me, and hypnotized me in ways very few memoirs have." –Rosanne Cash A heart stopping memoir of a wrenching Appalachian girlhood and a multilayered portrait of a misrepresented people, from Rona Jaffe Writer's Award winner Shawna Kay Rodenberg. When Shawna Kay Rodenberg was four, her father, fresh from a ruinous tour in Vietnam, spirited her family from their home in the hills of Eastern Kentucky to Minnesota, renouncing all of their earthly possessions to live in the Body, an off-the-grid End Times religious community. Her father was seeking a better, safer life for his family, but the austere communal living of prayer, bible study and strict regimentation was a bad fit for the precocious Shawna. Disciplined harshly for her many infractions, she was sexually abused by a predatory adult member of the community. Soon after the leader of the Body died and revelations of the sexual abuse came to light, her family returned to the same Kentucky mountains that their ancestors have called home for three hundred years. It is a community ravaged by the coal industry, but for all that, rich in humanity, beauty, and the complex knots of family love. Curious, resourceful, rebellious, Shawna ultimately leaves her mountain home but only as she masters a perilous balancing act between who she has been and who she will become. Kin is a mesmerizing memoir of survival that seeks to understand and make peace with the people and places that were survived. It is above all about family-about the forgiveness and love within its bounds-and generations of Appalachians who have endured, harmed, and held each other through countless lifetimes of personal and regional tragedy.
NEW YORK TIMES BESTSELLER • An homage to what it means to be Korean American with delectable recipes that explore how new culinary traditions can be forged to honor both your past and your present. IACP AWARD FINALIST • ONE OF THE TEN BEST COOKBOOKS OF THE YEAR: Simply Recipes ONE OF THE BEST COOKBOOKS OF THE YEAR: Bon Appétit, The Boston Globe, Saveur, NPR, Food & Wine, Salon, Vice, Epicurious, Publishers Weekly “This is such an important book. I savored every word and want to cook every recipe!”—Nigella Lawson, author of Cook, Eat, Repeat New York Times staff writer Eric Kim grew up in Atlanta, the son of two Korean immigrants. Food has always been central to his story, from Friday-night Korean barbecue with his family to hybridized Korean-ish meals for one—like Gochujang-Buttered Radish Toast and Caramelized-Kimchi Baked Potatoes—that he makes in his tiny New York City apartment. In his debut cookbook, Eric shares these recipes alongside insightful, touching stories and stunning images shot by photographer Jenny Huang. Playful, poignant, and vulnerable, Korean American also includes essays on subjects ranging from the life-changing act of leaving home and returning as an adult, to what Thanksgiving means to a first-generation family, complete with a full holiday menu—all the while teaching readers about the Korean pantry, the history of Korean cooking in America, and the importance of white rice in Korean cuisine. Recipes like Gochugaru Shrimp and Grits, Salt-and-Pepper Pork Chops with Vinegared Scallions, and Smashed Potatoes with Roasted-Seaweed Sour Cream Dip demonstrate Eric's prowess at introducing Korean pantry essentials to comforting American classics, while dishes such as Cheeseburger Kimbap and Crispy Lemon-Pepper Bulgogi with Quick-Pickled Shallots do the opposite by tinging traditional Korean favorites with beloved American flavor profiles. Baked goods like Milk Bread with Maple Syrup and Gochujang Chocolate Lava Cakes close out the narrative on a sweet note. In this book of recipes and thoughtful insights, especially about his mother, Jean, Eric divulges not only what it means to be Korean American but how, through food and cooking, he found acceptance, strength, and the confidence to own his story.