Download or read book Graph Representation Learning written by William L. William L. Hamilton and published by Springer Nature. This book was released on 2022-06-01 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational inductive biases into deep learning architectures is crucial for creating systems that can learn, reason, and generalize from this kind of data. Recent years have seen a surge in research on graph representation learning, including techniques for deep graph embeddings, generalizations of convolutional neural networks to graph-structured data, and neural message-passing approaches inspired by belief propagation. These advances in graph representation learning have led to new state-of-the-art results in numerous domains, including chemical synthesis, 3D vision, recommender systems, question answering, and social network analysis. This book provides a synthesis and overview of graph representation learning. It begins with a discussion of the goals of graph representation learning as well as key methodological foundations in graph theory and network analysis. Following this, the book introduces and reviews methods for learning node embeddings, including random-walk-based methods and applications to knowledge graphs. It then provides a technical synthesis and introduction to the highly successful graph neural network (GNN) formalism, which has become a dominant and fast-growing paradigm for deep learning with graph data. The book concludes with a synthesis of recent advancements in deep generative models for graphs—a nascent but quickly growing subset of graph representation learning.
Download or read book Textbook of Human Anatomy written by William James Hamilton and published by Springer. This book was released on 1982-06-18 with total page 757 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Fields of Fire written by David Constantine and published by Weidenfeld & Nicolson. This book was released on 2002 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: The life of Sir William Hamilton is rich in contradictions: hedonist, scholar and an aesthete with a Rabelaisian streak, he represented the epitome of honourable public service until, as the eighteenth century drew to its climax, his personal life and career were flung into freefall when he became involved in the most scandalous menage a trois of the century. After several years as a soldier, courtier and MP, he turned to the diplomatic world and, in 1764, was sent to Naples as Envoy Extraordinary to the Kingdom of the Two Sicilies. There Hamilton could indulge the two passions: volcanoes and vases. His observations of Vesuvius earned him a Fellowship of the Royal Society. His collection of vases was eventually acquired by the British Museum. Yet, for most people, William Hamilton is not remembered as a diplomat, art-collector and scholar but as the cuckolded husband of Emma Hamilton, mistress of the heroic Lord Nelson. Using the substantial correspondence between them and, for the first time, Hamilton's unpublished notebooks, David Constantine throws new light on the relationship between Sir William and the relentlessly self-improving Emma.
Download or read book The Works of Thomas Reid written by Thomas Reid and published by . This book was released on 1895 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Stock Market Barometer written by William Peter Hamilton and published by . This book was released on 1922 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book My Sixty Years on the Plains written by William Thomas Hamilton and published by Applewood Books. This book was released on 2010-10 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book BLIND HARRY S Wallace written by willian hamilton and published by . This book was released on 2003 with total page 90 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Whiskey Rebellion written by William Hogeland and published by Simon and Schuster. This book was released on 2015-09-15 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: A gripping and sensational tale of violence, alcohol, and taxes, The Whiskey Rebellion uncovers the radical eighteenth-century people’s movement, long ignored by historians, that contributed decisively to the establishment of federal authority. In 1791, on the frontier of western Pennsylvania, local gangs of insurgents with blackened faces began to attack federal officials, beating and torturing the tax collectors who attempted to collect the first federal tax ever laid on an American product—whiskey. To the hard-bitten people of the depressed and violent West, the whiskey tax paralyzed their rural economies, putting money in the coffers of already wealthy creditors and industrialists. To Alexander Hamilton, the tax was the key to industrial growth. To President Washington, it was the catalyst for the first-ever deployment of a federal army, a military action that would suppress an insurgency against the American government. With an unsparing look at both Hamilton and Washington, journalist and historian William Hogeland offers a provocative, in-depth analysis of this forgotten revolution and suppression. Focusing on the battle between government and the early-American evangelical movement that advocated western secession, The Whiskey Rebellion is an intense and insightful examination of the roots of federal power and the most fundamental conflicts that ignited—and continue to smolder—in the United States.
Download or read book Nature s Oracle written by Ullica Segerstrale and published by OUP Oxford. This book was released on 2013-02-28 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: W.D.Hamilton (1936-2000) was responsible for a revolution in thinking about evolutionary biology - a revolution that changed our understanding of life itself. He played a central role in the realization that what matters in evolution is not the survival of the individual but of the survival of its genes. This provided the solution to the long standing problem of animal altruism that vexed even Darwin himself, and in due course resulted in terms like selfish genes, kin selection, and sociobiology becoming familiar to a wider public. Hamilton went on to solve many more major problems, and open up ever new fields - he shaped much of our current understanding of central problems including the evolution of sexual reproduction and ageing. He became world famous and garnered international prizes. But this is all in hindsight. In fact, Hamilton's recognition came late - his career is a classic case of misunderstood genius. In this illuminating and moving biography Ullica Segerstrale documents Hamilton's extraordinary life and work, revealing a man of immense intellectual curiosity, an uncompromising truth-seeker, a naturalist and jungle explorer, a risk-taker, an unconventional scientist with a poet's soul and a deep concern for life on earth and mankind's future.
Download or read book Official Register of the United States written by United States Civil Service Commission and published by . This book was released on 1899 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Shaken and Stirred written by William L. Hamilton and published by Harper Collins. This book was released on 2004-10-26 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: William L. Hamilton loves a good gimlet. Rose's and lime. Straight up. Perfectly iced. Make the glass pretty too. "It ruined my reputation for thinking before I speak," he writes of that love. "I accept the trade-off." Like Lewis Carroll's Alice, when Hamilton sees it, he drinks it -- and tells the incredible tale. In "Shaken and Stirred," his biweekly Sunday Styles column, now an original book of his drinking adventures, the intrepid New York Times reporter offers a gimlet-eyed look at contemporary culture through the panoptic view of a cocktail glass. From the venerable martini to the young Dirty Jane, Hamilton shares his tip on the sip. You hold in your hands a guide to "how it goes down." Not a cocktail manual or a Baedeker to the bar scene but a drinker's guide to drinking. These are four-ounce adventures of cocktails and the people who make them, from the bartenders and chefs to the patrons, the politicians and the power players of the liquor industry. There are tales of the Champagne high life, the Long Island Iced Tea low life; men like Dr. Brown and his celery soda, and women like Eve and her Apple Martini. Hamilton's weekly Runyanesque rounds cover all the watering holes and their poisons, from the East Side's Southside to the Incredible Hulk in the Bronx, and monitors the latest trends, from the ultra-premium vodka wars to the Red Bull market. Shaken and Stirred is a report on a popular culture that comes alive after five, when the mood turns social and the moment is sweet (or sour, or bitter, or dry). Hamilton has also picked up the best (or the most unbelievable) cocktail recipes from bars, lounges and restaurants in New York City and beyond. There is common sense and creativity in the classics, and new inventions with their eye on the prize, such as the Huckleberry Ginn and the Bleeding Heart."drink me," said the bottle in Alice's Adventures in Wonderland. Hamilton has, in every instance, and bottled his thoughts in sixty-four essays that are as readable as they are drinkable. Mix a gimlet, or a Minnesota Anti-Freeze, or a Gibson or a Bone. And spend a night in, on the town.
Download or read book Vases Volcanoes written by Ian Jenkins and published by British Museum Press. This book was released on 1996 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Official Register of the United States written by United States. Department of the Interior and published by . This book was released on 1895 with total page 1250 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book William Heath Robinson written by James Hamilton and published by Pavilion. This book was released on 1995 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: William Heath Robinson (1872-1944) dreamed of a romantic life as an itinerant landscape painter. Instead, he remained in North London and became the greatest comic draughtsman of the century, and one of those rare individuals whose names have entered the language as adjectives. Although his name is now synonymous with any complicated, ramshackle mechanical apparatus for doing something relatively simple, the true Heath Robinson contraption was thought out with a child's solemn logic, executed with a craftsman's care, and accompanied by the ultimate in deadpan captions.
Download or read book Don t Mind If I Do written by George Hamilton and published by Simon and Schuster. This book was released on 2008-10-14 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: The witty and entertaining New York Times bestselling memoir from the urbane and ultra-tanned icon himself—George Hamilton. Don't let that tanned, handsome, charming surface fool you. Beneath the bronzed façade is a mischievous mind with a wicked wit. George Hamilton doesn't miss a thing. With a front row seat for classic Hollywood's biggest secrets and scandals, George has the intelligence, heart, and unflappable spirit to tell his story, and the story of Tinseltown's heyday, with great good humor and delicious candor—as only he can. From Where the Boys Are to Dancing with the Stars; from Mary Pickford to Elizabeth Taylor; from smalltown Arkansas to the capitals of Europe—it's all here, and George has lived to tell and to laugh about it. As the child of a Dartmouth-educated bandleader father and a glamorous Southern debutante mother whose marriage crumbled early on, George had a childhood filled with misadventures and challenges that his mother always seemed able to turn from tragedy to comedy. Her idea of changing the family's fortunes involved a trip cross-country with three sons and a poodle in a Lincoln Continental, making stops along the way to search for husband/father number three. And she was quick to recognize that George's potential success lay in Hollywood. George starved nobly for his art in the late 1950s, but was soon starring in major motion pictures directed by the likes of Vincente Minnelli and Louis Malle. He has forgotten more about Hollywood than most movie experts will ever know and shares intimate and hugely entertaining stories of his friendships with Cary Grant; Brigitte Bardot; Robert Mitchum; Merle Oberon; Mae West; Sammy Davis, Jr.; and Judy Garland—not to mention Lyndon B. Johnson and Elvis's Colonel Tom Parker as well as the King himself—among others. The world is Hamilton's oyster, and this ultimate insider is ready to share it with us. So fasten your seat belt. We'll tell you when it's safe to move about the cabin again.
Download or read book William Greaves written by Scott MacDonald and published by Columbia University Press. This book was released on 2021-06-01 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: William Greaves is one of the most significant and compelling American filmmakers of the past century. Best known for his experimental film about its own making, Symbiopsychotaxiplasm: Take One, Greaves was an influential independent documentary filmmaker who produced, directed, shot, and edited more than a hundred films on a variety of social issues and on key African American figures ranging from Muhammad Ali to Ralph Bunche to Ida B. Wells. A multitalented artist, his career also included stints as a songwriter, a member of the Actors Studio, and, during the late 1960s, a producer and cohost of Black Journal, the first national television show focused on African American culture and politics. This volume provides the first comprehensive overview of Greaves’s remarkable career. It brings together a wide range of material, including a mix of incisive essays from critics and scholars, Greaves’s own writings, an extensive meta-interview with Greaves, conversations with his wife and collaborator Louise Archambault Greaves and his son David, and a critical dossier on Symbiopsychotaxiplasm. Together, they illuminate Greaves’s mission to use filmmaking as a tool for transforming the ways African Americans were perceived by others and the ways they saw themselves. This landmark book is an essential resource on Greaves’s work and his influence on independent cinema and African-American culture.
Download or read book Report Supplement written by Maine. Adjutant General and published by . This book was released on 1867 with total page 1214 pages. Available in PDF, EPUB and Kindle. Book excerpt: