Probabilistic Topic Models: Foundation and Application free ebook download.

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Probabilistic Topic Models: Foundation and Application free ebook download

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Algorithms

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Catalogue

Author(s):	Di Jiang

Date:	2023	Format:	rar	Language:	English	ISBN/ASIN:	9819924308
Pages:	159	OCR:		Quality:		ISBN13:
Uploader:	gestalt	Upload Date:	9/3/2023 8:54:46 AM

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This book introduces readers to the theoretical foundation and application of topic models. It provides readers with efficient means to learn about the technical principles underlying topic models. More concretely, it covers topics such as fundamental concepts, topic model structures, approximate inference algorithms, and a range of methods used to create high-quality topic models. In addition, this book illustrates the applications of topic models applied in real-world scenarios. Readers will be instructed on the means to select and apply suitable models for specific real-world tasks, providing this book with greater use for the industry. Finally, the book presents a catalog of the most important topic models from the literature over the past decades, which can be referenced and indexed by researchers and engineers in related fields. We hope this book can bridge the gap between academic research and industrial application and help topic models play an increasingly effective role in both academia and industry.

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3199669	Book	https://nitroflare.com/view/0DBB8A4E6154...		0.00	gestalt

Tags: Application Foundation Models Probabilistic Topic

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