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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 ste...
THE STORY: As described by Chapman in the New York News, the play is an artfully deliberate combination of the legends of Graustark and the writings of George Sokolsky. In it Lunt and Fontanne are a vaudeville combo doing a mind-reading act, and t
The population structure in the world is rapidly changing, to the extent that in 75 years we will face a tripling of the elderly population. Although women are favored in terms of life expectancy, they also live with a longer period of disability (approximately twice that of aging men), as well as with the enemies of all the elderly, cardiovascular disease, cancer, and dementia. Menopause is the endocrine event that overlaps with aging, potentially worsening both the quality of life and the risks of disease in women.While the effect of hormone replacement therapy (HRT) on menopausal symptoms is generally viewed as rapid and consistent, and is thereby accepted by the scientific community, its relationship to the other aforementioned chronic conditions associated with menopause is considered variable and controversial.In analyzing these complex issues, this volume yields new and significant insights into both the study of menopause-related disorders and their treatment, by illustrating the most recent information on mechanisms of actions of new estrogen receptors and on the use of sophisticated techniques of statistical analysis for population-based studies.
Reproductive toxicology is a complex subject dealing with three components—parent, placenta, and fetus—and the continuous changes that occur in each. Reproductive and Developmental Toxicology is a comprehensive and authoritative resource providing the latest literature enriched with relevant references describing every aspect of this area of science. It addresses a broad range of topics including nanoparticles and radiation, gases and solvents, smoking, alcohol and drugs of abuse, food additives, nutraceuticals and pharmaceuticals, and metals, among others. With a special focus on placental toxicity, this book is the only available reference to connect the three key risk stages, and is t...
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This book is expected to present state-of-the-art understanding of a selection of excitonic and photonic processes in useful materials from semiconductors to insulators to metal/insulator nanocomposites, both inorganic and organic. Among the featured applications are components of solar cells, detectors, light-emitting devices, scintillators and materials with novel optical properties. Excitonic properties are particularly important in organic photovoltaics and light emitting devices, as also in questions of the ultimate resolution and efficiency of new-generation scintillators for medical diagnostics, border security and nuclear non proliferation. Novel photonic and optoelectronic applications benefit from new material combinations and structures to be discussed.