Days Without End


Book Description

COSTA BOOK OF THE YEAR AWARD WINNER LONGLISTED FOR THE 2017 MAN BOOKER PRIZE "A true leftfield wonder: Days Without End is a violent, superbly lyrical western offering a sweeping vision of America in the making."—Kazuo Ishiguro, Booker Prize winning author of The Remains of the Day and The Buried Giant From the two-time Man Booker Prize finalist Sebastian Barry, “a master storyteller” (Wall Street Journal), comes a powerful new novel of duty and family set against the American Indian and Civil Wars Thomas McNulty, aged barely seventeen and having fled the Great Famine in Ireland, signs up for the U.S. Army in the 1850s. With his brother in arms, John Cole, Thomas goes on to fight in the Indian Wars—against the Sioux and the Yurok—and, ultimately, the Civil War. Orphans of terrible hardships themselves, the men find these days to be vivid and alive, despite the horrors they see and are complicit in. Moving from the plains of Wyoming to Tennessee, Sebastian Barry’s latest work is a masterpiece of atmosphere and language. An intensely poignant story of two men and the makeshift family they create with a young Sioux girl, Winona, Days Without End is a fresh and haunting portrait of the most fateful years in American history and is a novel never to be forgotten.




Machine Learning with PyTorch and Scikit-Learn


Book Description

This book of the bestselling and widely acclaimed Python Machine Learning series is a comprehensive guide to machine and deep learning using PyTorch s simple to code framework. Purchase of the print or Kindle book includes a free eBook in PDF format. Key Features Learn applied machine learning with a solid foundation in theory Clear, intuitive explanations take you deep into the theory and practice of Python machine learning Fully updated and expanded to cover PyTorch, transformers, XGBoost, graph neural networks, and best practices Book DescriptionMachine Learning with PyTorch and Scikit-Learn is a comprehensive guide to machine learning and deep learning with PyTorch. It acts as both a step-by-step tutorial and a reference you'll keep coming back to as you build your machine learning systems. Packed with clear explanations, visualizations, and examples, the book covers all the essential machine learning techniques in depth. While some books teach you only to follow instructions, with this machine learning book, we teach the principles allowing you to build models and applications for yourself. Why PyTorch? PyTorch is the Pythonic way to learn machine learning, making it easier to learn and simpler to code with. This book explains the essential parts of PyTorch and how to create models using popular libraries, such as PyTorch Lightning and PyTorch Geometric. You will also learn about generative adversarial networks (GANs) for generating new data and training intelligent agents with reinforcement learning. Finally, this new edition is expanded to cover the latest trends in deep learning, including graph neural networks and large-scale transformers used for natural language processing (NLP). This PyTorch book is your companion to machine learning with Python, whether you're a Python developer new to machine learning or want to deepen your knowledge of the latest developments.What you will learn Explore frameworks, models, and techniques for machines to learn from data Use scikit-learn for machine learning and PyTorch for deep learning Train machine learning classifiers on images, text, and more Build and train neural networks, transformers, and boosting algorithms Discover best practices for evaluating and tuning models Predict continuous target outcomes using regression analysis Dig deeper into textual and social media data using sentiment analysis Who this book is for If you have a good grasp of Python basics and want to start learning about machine learning and deep learning, then this is the book for you. This is an essential resource written for developers and data scientists who want to create practical machine learning and deep learning applications using scikit-learn and PyTorch. Before you get started with this book, you’ll need a good understanding of calculus, as well as linear algebra.




The Power Law


Book Description

“A gripping fly-on-the-wall story of the rise of this unique and important industry based on extensive interviews with some of the most successful venture capitalists.” - Daniel Rasmussen, Wall Street Journal “A must-read for anyone seeking to understand modern-day Silicon Valley and even our economy writ large.” -Bethany McLean, The Washington Post "A rare and unsettling look inside a subculture of unparalleled influence.” —Jane Mayer "A classic...A book of exceptional reporting, analysis and storytelling.” —Charles Duhigg From the New York Times bestselling author of More Money Than God comes the astonishingly frank and intimate story of Silicon Valley’s dominant venture-capital firms—and how their strategies and fates have shaped the path of innovation and the global economy Innovations rarely come from “experts.” Elon Musk was not an “electric car person” before he started Tesla. When it comes to improbable innovations, a legendary tech VC told Sebastian Mallaby, the future cannot be predicted, it can only be discovered. It is the nature of the venture-capital game that most attempts at discovery fail, but a very few succeed at such a scale that they more than make up for everything else. That extreme ratio of success and failure is the power law that drives the VC business, all of Silicon Valley, the wider tech sector, and, by extension, the world. In The Power Law, Sebastian Mallaby has parlayed unprecedented access to the most celebrated venture capitalists of all time—the key figures at Sequoia, Kleiner Perkins, Accel, Benchmark, and Andreessen Horowitz, as well as Chinese partnerships such as Qiming and Capital Today—into a riveting blend of storytelling and analysis that unfurls the history of tech incubation, in the Valley and ultimately worldwide. We learn the unvarnished truth, often for the first time, about some of the most iconic triumphs and infamous disasters in Valley history, from the comedy of errors at the birth of Apple to the avalanche of venture money that fostered hubris at WeWork and Uber. VCs’ relentless search for grand slams brews an obsession with the ideal of the lone entrepreneur-genius, and companies seen as potential “unicorns” are given intoxicating amounts of power, with sometimes disastrous results. On a more systemic level, the need to make outsized bets on unproven talent reinforces bias, with women and minorities still represented at woefully low levels. This does not just have social justice implications: as Mallaby relates, China’s homegrown VC sector, having learned at the Valley’s feet, is exploding and now has more women VC luminaries than America has ever had. Still, Silicon Valley VC remains the top incubator of business innovation anywhere—it is not where ideas come from so much as where they go to become the products and companies that create the future. By taking us so deeply into the VCs’ game, The Power Law helps us think about our own future through their eyes.




Sebastian's Roller Skates


Book Description

Sebastian is very shy, but when he finds a pair of old roller skates in the park, he learns how to do much more than skate.




Sebastian’s Way


Book Description

IN A DARK AGE OF UNENDING WAR AND VIOLENCE, ONE YOUNG WARRIOR OPPOSES A MIGHTY KING TO FORGE A NEW PATH TO PEACE... During the savage Frankish-Saxon wars, the moving force of his age, Karl der Grosse, King Charlemagne, fights and rules like the pagan enemies he seeks to conquer. But in the long shadow of war and genocide, a spark of enlightenment grows, and the king turns to learned men to help him lead his empire to prosperity. One of these men is the unlikely young warrior Sebastian. Raised in an isolated fortress on the wild Saxon border, Sebastian balances his time in the training yard with hours teaching himself to read, seeking answers to the great mysteries of life during an age when such pastimes were scorned by fighting men. Sebastian’s unique combination of skills endears him to Charlemagne and to the ladies of the king’s court, though the only woman to hold his heart is forbidden to him. As the king determines to surround himself with men who can both fight and think beyond the fighting, Sebastian becomes one of the privileged few to hold the king’s ear. But the favor of the king does not come without cost. As Charlemagne’s vassals grapple for power, there are some who will do anything to se Sebastian fall from grace, including his ruthless cousin, Konrad, whose hatred and jealousy threaten to destroy everything Sebastian holds dear. And as Sebastian increasingly finds himself at odds with the king’s brutal methods of domination and vengeance, his ingrained sense of honor and integrity lead him to the edge of treason, perilously pitting himself against the most powerful man of his age. This fast-paced adventure story brings Charlemagne’s realm to life as the vicious Christian-pagan wars of the eighth century decide the fate of Europe. Filled with action, intrigue, and romance, Sebastian’s Way is a riveting and colorful recreation of the world of Europe’s greatest medieval monarch.




Final Fantasy VI


Book Description

Terra the magical half-human. Shadow the mysterious assassin. Celes the tough, tender general. Kefka the fool who would be god. Each of the many unforgettable characters in Final Fantasy VI has made a huge impression on a generation of players, but why do we feel such affection for these 16-bit heroes and villains as so many others fade? The credit goes to the game’s score, composed by the legendary Nobuo Uematsu. Armed with newly translated interviews and an expert ear for sound, writer and musician Sebastian Deken conducts a critical analysis of the musical structures of FF6, the game that pushed the Super Nintendo’s sound capabilities to their absolute limits and launched Uematsu’s reputation as the “Beethoven of video game music.” Deken ventures deep into the game’s lush soundscape—from its expertly crafted leitmotifs to its unforgettable opera sequence—exploring the soundtrack’s lasting influence and how it helped clear space for game music on classical stages around the world.




A Long Long Way


Book Description

A powerful new novel about divided loyalties and the realities of war from “master storyteller” (Wall Street Journal) Sebastian Barry, author of Old God's Time In 1914, Willie Dunne, barely eighteen years old, leaves behind Dublin, his family, and the girl he plans to marry in order to enlist in the Allied forces and face the Germans on the Western Front. Once there, he encounters a horror of violence and gore he could not have imagined and sustains his spirit with only the words on the pages from home and the camaraderie of the mud-covered Irish boys who fight and die by his side. Dimly aware of the political tensions that have grown in Ireland in his absence, Willie returns on leave to find a world split and ravaged by forces closer to home. Despite the comfort he finds with his family, he knows he must rejoin his regiment and fight until the end. With grace and power, Sebastian Barry vividly renders Willie’s personal struggle as well as the overwhelming consequences of war.




Where My Heart Used to Beat


Book Description

A haunting tale of war, love and loss from the author of Birdsong and A Week in December The Sunday Times bestseller On a small island off the south coast of France, Robert Hendricks – an English doctor who has seen the best and the worst the twentieth century had to offer – is forced to confront the events that made up his life. His host is Alexander Pereira, a man who seems to know more about his guest than Hendricks himself does. The search for the past takes us through the war in Italy in 1944, a passionate love that seems to hold out hope, the great days of idealistic work in the 1960s and finally – unforgettably – back into the trenches of the Western Front. This moving novel casts a long, baleful light over the century we have left behind but may never fully understand. Daring, ambitious and in the end profoundly moving, this is Faulks’s most remarkable book yet.




18 and Life on Skid Row


Book Description

The legendary rock singer and Skid Row frontman holds nothing back in this “ribald and freewheeling memoir . . . a delightfully trashy and salacious read” (AV Club). FROM SKID ROW TO BROADWAY, FROM THE GUTTERS OF NEW JERSEY TO SAVILE ROW, HEREIN LIES THE TALE OF THE FIRST THIRTY YEARS OF BACH ’N’ ROLL, MOTHERTRUCKERS!!!!!! Sebastian Bach is the epitome of a rock ’n’ roll front man. Loud, boisterous, sometimes self-destructive, and constantly creative, he was the electrifying, iconic lead singer of Skid Row—the band whose platinum-selling songs “18 and Life,” “Youth Gone Wild,” and “I Remember You,” took the world by storm, and were MTV mainstays. But Bach is no ordinary rock star. In his funny, exhilarating, and brutally honest memoir, Bach tells his story of Skid Row: the parties, drugs, and international tours with Mötley Crüe, Aerosmith, Metallica, Slayer, and Guns N’ Roses, as well as the one-of-a-kind voice that carried him through Skid Row’s heyday and their eventual breakup. With his typical bravado, Sebastian reflects on the cost of fame, the price of creativity, and what it means to go from rock hopeful to rock star. From his birth in the Bahamas to his teenage years in Canada to the music that rocks his life today, 18 and Life on Skid Row is the ultimate story of Sebastian Bach and his devotion to the music he loves.




Sebastian


Book Description

A rich new tapestry of worlds from the acclaimed author of the Black Jewels trilogy. Long ago, in a time that has faded from memory, a mother's tears forged the bridge that, ever after, connected the power of the living, ever-changing world to the human heart. A story set in the world of Ephemera, in which the link between the land and the human heart is unbreakable, and the world is nothing more or less than a reflection of the people's fears and desires. Once, the Eater of the World caused great destruction and horror until it was able to be contained; now that horror is about to be unleashed again. And those who create the landscapes may not be strong enough to resist the evil. Sebastian lives in the Den of Iniquity, a town for demons created by the most famous landscaper of all, Glorianna Belladonna. Sebastian is restless and yearning for more in his life, but until he comes to terms with his father's hate and with his own latent powers, Sebastian will be of no use to anyone. An emotionally powerful story about the difference between the heart's truth and one's expressed desires - sometimes the outcome of this difference is not at all what we want ...