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Title: Deep Learning from Scratch : Building with Python from First Principles
Authors: Seth Weidman
Keywords: Học sâu | Khoa học dữ liệu | Mạng nơ-ron | Khung PyTorch
Issue Date: 2019
Publisher: O'Reilly Media
Abstract: Extremely clear and thorough mental modelsâ??accompanied by working code examples and mathematical explanationsâ??for understanding neural networks Methods for implementing multilayer neural networks from scratch, using an easy-to-understand object-oriented framework Working implementations and clear-cut explanations of convolutional and recurrent neural networks Implementation of these neural network concepts using the popular PyTorch framework
URI: http://thuvienso.thanglong.edu.vn//handle/TLU/9503
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