This lucid, accessible introduction to supervised machine learning presents core concepts in a focused and logical way that is easy for beginners to follow. The author assumes basic calculus, linear algebra, probability and statistics but no prior exposure to machine learning. Coverage includes widely used traditional methods such as SVMs, boosted trees, HMMs, and LDAs, plus popular deep learning methods such as convolution neural nets, attention, transformers, and GANs. Organized in a coherent presentation framework that emphasizes the big picture, the text introduces each method clearly and concisely “from scratch” based on the fundamentals. All methods and algorithms are described by a clean and consistent style, with a minimum of unnecessary detail. Numerous case studies and concrete examples demonstrate how the methods can be applied in a variety of contexts.
This Special Issue gathers papers reporting recent advances in the remote sensing of cold regions. It includes contributions presenting improvements in modeling microwave emissions from snow, assessment of satellite-based sea ice concentration products, satellite monitoring of ice jam and glacier lake outburst floods, satellite mapping of snow depth and soil freeze/thaw states, near-nadir interferometric imaging of surface water bodies, and remote sensing-based assessment of high arctic lake environment and vegetation recovery from wildfire disturbances in Alaska. A comprehensive review is presented to summarize the achievements, challenges, and opportunities of cold land remote sensing.
The authors of this book, all with a background in condensed matter physics, have carried out advanced researches in recent years to study the optical and magneto-optical properties of many kinds of new functional materials, including metal-based metamaterials, narrow-to-wide-bandgap semiconductors, thin films, and magnetic and magneto-optical materials by using different types of optical methods and instruments. This book describes some of the more recent progresses and developments in the study of condensed matter optics in both theoretic and experimental fields. It will help readers, especially graduate students and scientists who are studying and working in the nano-photonic field, to understand more deeply the characteristics of light waves propagated in nano-structure-based materials with potential applications in the future.
The candle flame flickered on and off, but it couldn't light up the room. It had already been more than a month since she'd been beaten into the cold palace. Everyone knew that her concubine wouldn't have the chance to leave, but Yan Muli still held onto a strand of fantasy.
Grounded on a series of first-hand interviews with Chinese government officials, this book examines China’s accession to the World Trade Organization, providing an ‘inside’ look at Chinese WTO accession negotiations. Presenting a systematic political economy model in analyzing Beijing’s decision-making mechanisms, the book argues that China’s WTO policy making is a state-led, leadership driven, and top-down process. Feng explores how China’s determined political elite partly bypassed and partly restructured a largely reluctant and resistant bureaucracy, under constant pressure from an increasingly globalized international system. By addressing China’s accession to the WTO from a political analysis perspective, the book provides a theoretically informed and intriguing examination of China’s foreign economic policy making regime. The book highlights contemporary debates relating to state and institutionalist theory and provides new and useful insights into a significant development of this century.
Creation Immortal Emperor: Immortal Emperor Sky Tyrant has been dead for ten thousand years, no one can defeat him. With a single sword strike, Heaven and Earth will be destroyed. The Heavenly Emperor of Wei was extremely talented, his Eight Devils Mysterious Eyes overlooked the ancient river, and his killing power was the highest in the world. Meng Xuan, is killing them a small task? Meng Xuan: I can't say it was a small matter, right? That would seem too arrogant. Interesting, right? There were 3,000 great Daos, 100,000 Planets, and various types of Chosen vying for the Emperor's Road. ...
The grand master of Shape-Will Fist, Ning Wufeng, was brought to the Divine Land Continent by a mysterious scroll. In this world, he was an abandoned child and appointed by his family as inferior leader of a small fishing village because he was unable to open up his Spirits Aperture and begin his cultivation.However, he seemed destined to open up his abandoned with the memories of previous life integrating into his mind. And the scroll guided Ning Wufeng into a vast mysterious hidden world where he was bestowed divine weapons and acquired supreme skills of cultivation.Deafening thunder indicated the immense changes in the movement of winds and clouds. In a world where people worshiped martial arts, how could the teenage loser be the master of his own destiny? How could he wield his power to control the world, making gods and demons tremble with fear?☆About the Author☆Hui Fei De Zhu is a Chinese web novel writer, whose works feature magnificent and grand scenes. He is good at structuring delicate and logical plots with his simple yet forceful words.
When the Yellow River Floods explores the relationship between environmental degradation, hydraulic engineering, and nation-building in the context of Liu E’s The Travels of Lao Can. This book contributes to the field by providing a unique perspective on modern Chinese literary history that goes beyond conventional narratives that focus solely on political and cultural factors. The main areas covered include the role of water management in literary nation-building and the connections between the novel’s various themes, such as river engineering, medical and political discourses, national sentiment, and landscape description. The book is targeted toward scholars and students of Chinese literature, history, and environmental studies, as well as those interested in the intersections between literature, nation-building, and environmental challenges. By offering a comprehensive and material-based analysis of The Travels of Lao Can, this book broadens the understanding of nation-building in early twentieth-century China, highlighting the impact of environmental crises and hydraulics on the formation of national literature and consciousness. The book provides a new perspective on the environmental roots of modern Chinese literature, making it an essential read for those seeking to understand the complex interplay between literature, the environment, and national identity in China.
Contains new chapters on the role of U. S. poison centers in bacterial exposures; bacteria biota in foods; salmonellosis in animals; human salmonellosis; vibro cholerae; vibrio vulnificus; and more.
Guo Jingjing only wanted to be a proper traffic police officer with proper manners and strict law enforcement, but on the first day he had offended someone he shouldn't have, and on the second day he had left his post with honor. Just as Guo Jingjing was about to return to his hometown and farm his land, a group of men in black tied him up and accidentally sent him to He Fanxing's bed. He originally thought it was just a ridiculous night, but his body was different from that of an ordinary person. Guo Jingjing: He Fanxian, I don't like you at all, why did you marry me? He Fanxing smiled indifferently. It's alright, we can first marry and then love. Moreover, your current body needs someone to take care of it, right? One year later Guo Jingjing: He Fanzhang, you don't like me at all. Why don't you divorce me? Who said I don't like you? Do not like who will accompany you to live in the backwater for more than half a year!
Wind Turbine Icing Physics and Anti-/De-Icing Technology gives a comprehensive update of research on the underlying physics pertinent to wind turbine icing and the development of various effective and robust anti-/de-icing technology for wind turbine icing mitigation. The book introduces the most recent research results derived from both laboratory studies and field experiments. Specifically, the research results based on field measurement campaigns to quantify the characteristics of the ice structures accreted over the blades surfaces of utility-scale wind turbines by using a Supervisory Control and Data Acquisition (SCADA) system and an Unmanned-Aerial-Vehicle (UAV) equipped with a high-resolution digital camera are also introduced. In addition, comprehensive lab experimental studies are explored, along with a suite of advanced flow diagnostic techniques, a detailed overview of the improvements, and the advantages and disadvantages of state-of-the-art ice mitigation strategies. This new addition to the Wind Energy Engineering series will be useful to all researchers and industry professionals who address icing issues through testing, research and industrial innovation. Covers detailed improvements and the advantages/disadvantages of state-of-the-art ice mitigation strategies Includes condition monitoring contents for lab-scale experiments and field tests Presents the potential of various bio-inspired icephobic coatings of wind turbine blades
pang xia does not go to the bar to work to transfer some living expenses, who knows to be framed unexpectedly let a person do? What? Is pregnant? He's a man! What? Twins? What? Who's the father? Come on! Is he better than anyone who wants to know who that son of a bitch is? ! Mr. Li smiled. I didn't hear who you were talking about, son of a bitch. Pang Xia: I ... I was talking about Xu Jian. If it wasn't for him, how could that bastard have ended up like this?! Mr. Li nodded. "Xu Chen, do you know what to do now?" Xu Xiang bent down at ninety degrees. 'This is an oversized present called Pang Xia, already packaged with drunk wine. Please accept it with a smile, little uncle!' Mr. Li nodded his head in satisfaction. "Well done, I will reward you with the African projects. Hurry up and go!" Xu Jun was in the shape of a shooting star: Ya Yu Dian ~
The history of modern Chinese schools in Peninsular Malaysia is a story of conflicts between Chinese domiciled there and different governments that happened or happen to rule the land. Before the days of the Pacific War, the British found the Chinese schools troublesome because of their pro-China political activities. They established measures to control them. When the Japanese ruled the Malay Peninsula, they closed down all the Chinese schools. After the Pacific War, for a decade, the British sought to convert the Chinese schools into English schools. The Chinese schools decoupled themselves from China and survived. A Malay-dominated government of independent Peninsular Malaysia allowed Chinese primary schools to continue, but finally changed many Chinese secondary schools into National Type Secondary Schools using Malay as the main medium of instruction. Those that remained independent, along with Chinese colleges, continued without government assistance. The Chinese community today continues to safeguard its educational institutions to ensure they survive.
Banking on Growth Models contends that China's rapid economic rise from the late 1970s to today has been built on and shaped by a highly politicized and inefficient bank-centric financial system. Stephen Bell and Hui Feng argue that if the Chinese growth model drives how key economic sectors interact, no amount of incremental reform can have much impact on the financial system—meaningful reform can stem only from a revised growth model. For a time after the global financial crisis, it appeared that the expansion of a more market-oriented shadow banking system might help sustain China's economic growth. Since around 2015, however, Xi Jinping's regime has reversed this trajectory and placed China's financial system under heavy state control, resulting in slowed economic development and skyrocketing national debt. China's market transition and economic rebalancing are now in doubt, as is the fate of the nation's economy. By pinpointing finance as a vital element of the growth model, Bell and Feng provide a convincing assessment of financial risks and the prospects for economic rebalancing in China. Banking on Growth Models demystifies the world of Chinese banking and finance as it investigates an ever-rising national debt, a declining rate of economic growth, and the possibility of dire and drastic reform by the Asian superpower's government.
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