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從0編寫深度學習庫

解剖深度學習原理

Author hw dong
Publisher hw dong /hwdong-net.github.io
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Released
2023/05/08
Language
Traditional Chinese
File format
PDF (40MB), fit in large screen and Pubook
Pages
607
ID
353039
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本書深入淺出地介紹了深度學習的基本原理和實現過程，用python的numpy庫從底層而不是藉助於現有的深度學習庫從零構建了自己的深度學習庫。在介紹基本的Python編程、微積分和概率統計知識基礎上，按照深度學習的發展脈絡依次介紹了回歸模型、神經網絡、卷積神經網絡、循環神經網絡、生成網絡等深度學習的核心基礎知識，在深入淺出地剖析原理的同時給出了詳細的代碼實現過程。如同不是教你如何使用武器、手機而是教你如何自己製造武器、手機，本書不是已有深度學習庫的使用教程而是剖析如何從0開發深度學習庫。這種從0開始的原理與代碼實現結合的方式可以使讀者更好地理解深度學習的基本原理和流行的深度學習庫的設計思想。

Details

Released
2023/05/08
Language
Traditional Chinese
File format
PDF: Fit in large screen
Provide Adobe DRM
Yes
Offer DRM free license
Yes
ID
353039

Buy products firstAnd download app to watch

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