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From the international bestselling author of Rebel Queen and Nefertiti comes a captivating novel about the infamous Mata Hari, exotic dancer, adored courtesan, and, possibly, relentless spy. Paris, 1917. The notorious dancer Mata Hari sits in a cold cell awaiting freedom…or death. Alone and despondent, Mata Hari is as confused as the rest of the world about the charges she’s been arrested on: treason leading to the deaths of thousands of French soldiers. As Mata Hari waits for her fate to be decided, she relays the story of her life to a reporter who is allowed to visit her in prison. Beginning with her carefree childhood, Mata Hari recounts her father’s cruel abandonment of her family as well her calamitous marriage to a military officer. Taken to the island of Java, Mata Hari refuses to be ruled by her abusive husband and instead learns to dance, paving the way to her stardom as Europe’s most infamous dancer. From exotic Indian temples and glamorous Parisian theatres to stark German barracks in war-torn Europe, international bestselling author Michelle Moran who “expertly balances fact and fiction” (Associated Press) brings to vibrant life the famed world of Mata Hari: dancer, courtesan, and possibly, spy.
Genetic algorithms are playing an increasingly important role in studies of complex adaptive systems, ranging from adaptive agents in economic theory to the use of machine learning techniques in the design of complex devices such as aircraft turbines and integrated circuits. Adaptation in Natural and Artificial Systems is the book that initiated this field of study, presenting the theoretical foundations and exploring applications. In its most familiar form, adaptation is a biological process, whereby organisms evolve by rearranging genetic material to survive in environments confronting them. In this now classic work, Holland presents a mathematical model that allows for the nonlinearity of such complex interactions. He demonstrates the model's universality by applying it to economics, physiological psychology, game theory, and artificial intelligence and then outlines the way in which this approach modifies the traditional views of mathematical genetics. Initially applying his concepts to simply defined artificial systems with limited numbers of parameters, Holland goes on to explore their use in the study of a wide range of complex, naturally occuring processes, concentrating on systems having multiple factors that interact in nonlinear ways. Along the way he accounts for major effects of coadaptation and coevolution: the emergence of building blocks, or schemata, that are recombined and passed on to succeeding generations to provide, innovations and improvements.
The period 1200-1600 CE saw a radical transformation from simple chiefdoms to kingdoms (in archaeological terminology, complex chiefdoms) across lowland South Sulawesi, a region that lay outside the ‘classical’ Indicized parts of Southeast Asia. The rise of these kingdoms was stimulated and economically supported by trade in prestige goods with other parts of island Southeast Asia, yet the development of these kingdoms was determined by indigenous, rather than imported, political and cultural precepts. Starting in the thirteenth century, the region experienced a transition from swidden cultivation to wet-rice agriculture; rice was the major product that the lowland kingdoms of South Sulawesi exchanged with archipelagic traders. Stephen Druce demonstrates this progression to political complexity by combining a range of sources and methods, including oral, textual, archaeological, linguistic and geographical information and analysis as he explores the rise and development of five South Sulawesi kingdoms, known collectively as Ajattappareng (the Lands West of the Lakes). The author also presents an inquiry into oral traditions of a historical nature in South Sulawesi. He examines their functions, their processes of transmission and transformation, their uses in writing history and their relationship to written texts. He shows that any distinction between oral and written traditions of a historical nature is largely irrelevant, and that the South Sulawesi chronicles, which can be found only for a small number of kingdoms, are not characteristic (as historians have argued) but exceptional in the corpus of indigenous South Sulawesi historical sources. The book will be of primary interest to scholars of pre-European-contact Southeast Asia, including historians, archaeologists, anthropologists, linguists and geographers, and scholars with a broader interest in oral tradition and the relationship between the oral and written registers.
Murtaza Bhutto, 1954-1996, political leader from Pakistan.
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A biography of Mata Hari, a Dutch-born performer who was executed as a German spy in France in 1917.
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.
She's finally seeing the fruits of her labors. Chef Ellie "Lemon" Manelli's hip East Village bistro is suddenly all the rage; Lemon and her staff of wildly talented friends plucked from New York City's finest eateries can barely keep pace. Good thing she has her loyal, doting, bankrolling Georgia peach of a boyfriend, Eddie, to lean on -- not to mention a gaggle of loving relations over the river in Brooklyn. In fact, Lemon's life is turning out exactly as she planned -- except for the fact that she's late. As in late. Nobody said anything about, you know, labor. Having a baby right now would jeopardize everything Lemon has worked so hard to accomplish, so the pregnancy test results leave her feeling a little sour. Eddie, bless his heart, wants to just go ahead and get married, but Lemon's not sure the timing's right. She's about to learn a lesson or two about love and loss, though. And in the end she'll discover that there's a reason things work out the way they do -- and that when life gives you lemons, you can make lemonade, or lemon tarts, or lemon meringue pie. Or, you can just be a plain ole Lemon, if that's what you were meant to be.
Rainer Werner Fassbinder is one of the most prominent and important authors of post-war European cinema. Thomas Elsaesser is the first to write a thoroughly analytical study of his work. He stresses the importance of a closer understanding of Fassbinder's career through a re-reading of his films as textual entities. Approaching the work from different thematic and analytical perspectives, Elsaesser offers both an overview and a number of detailed readings of crucial films, while also providing a European context for Fassbinder's own coming to terms with fascism.