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標(biāo)題: Titlebook: Deep Learning with Python; A Hands-on Introduct Nikhil Ketkar Book 2017 Nikhil Ketkar 2017 Deep Learning.Python.Keras.Theano.Caffe.Deep Lea [打印本頁]

作者: dilate    時間: 2025-3-21 19:45
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作者: temperate    時間: 2025-3-21 20:27
pects of implementing deep-learning solutions using the rich Python ecosystem. This book bridges the gap between the academic state-of-the-art and the industry state-of-the-practice by introducing you to deep learning frameworks such as Keras, Theano, and Caffe. The practicalities of these framework
作者: inquisitive    時間: 2025-3-22 02:01

作者: 構(gòu)成    時間: 2025-3-22 06:20
hon. alsointroduces you to key concepts of automatic differentiation and GPU computation which, while not central to deep learning, are critical when it comes to conducting large scale experiments.?.What You Will Learn?.Leverage deep learning frameworks in Python namely, Ker978-1-4842-2765-7978-1-4842-2766-4
作者: 紳士    時間: 2025-3-22 11:48
Book 2017d..Deep Learning with Python. alsointroduces you to key concepts of automatic differentiation and GPU computation which, while not central to deep learning, are critical when it comes to conducting large scale experiments.?.What You Will Learn?.Leverage deep learning frameworks in Python namely, Ker
作者: Neuralgia    時間: 2025-3-22 15:58

作者: Neuralgia    時間: 2025-3-22 18:39
Edward P. St. John,Feven Girmayn front end to the Torch engine (which initially only had Lua bindings) which at its heart provides the ability to define mathematical functions and compute their gradients. PyTorch has fairly good Graphical Processing Unit (GPU) support and is a fast-maturing framework.
作者: fender    時間: 2025-3-22 23:51
Edward P. St. John,Feven Girmayn front end to the Torch engine (which initially only had Lua bindings) which at its heart provides the ability to define mathematical functions and compute their gradients. PyTorch has fairly good Graphical Processing Unit (GPU) support and is a fast-maturing framework.
作者: 讓空氣進(jìn)入    時間: 2025-3-23 05:04

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作者: ethnology    時間: 2025-3-23 13:23
Detonation of Condensed ExplosivesIn this chapter we will cover some key concepts around feedforward neural networks.
作者: TEM    時間: 2025-3-23 17:02
Detonation of Condensed ExplosivesIn this chapter we introduce the reader to Theano, which is a Python library for defining mathematical functions (operating over vectors and matrices), and computing the gradients of these functions. Theano is the foundational layer on which many deep learning packages like Keras are based.
作者: Carminative    時間: 2025-3-23 20:42
Sara Martín,M. Isabel SantaulàriaConvolution Neural Networks (CNNs) in essence are neural networks that employ the convolution operation (instead of a fully connected layer) as one of its layers.
作者: 罐里有戒指    時間: 2025-3-24 01:39
Sara Martín,M. Isabel SantaulàriaRecurrent Neural Networks (RNNs) in essence are neural networks that employ recurrence, which is basically using information from a previous forward pass over the neural network.
作者: Bureaucracy    時間: 2025-3-24 03:07

作者: Rotator-Cuff    時間: 2025-3-24 07:56
Sara Martín,M. Isabel SantaulàriaThis chapter gives a broad overview and a historical context around the subject of deep learning. It also gives the reader a roadmap for navigating the book, the prerequisites, and further reading to dive deeper into the subject matter.
作者: 發(fā)起    時間: 2025-3-24 12:20
Skywalker: Bad Fathers and Good SonsIn the chapter on Stochastic Gradient Descent, we treated the computation of gradients of the loss function as a black box.
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作者: drusen    時間: 2025-3-24 22:45

作者: 狂怒    時間: 2025-3-25 01:43

作者: 滋養(yǎng)    時間: 2025-3-25 05:04
Overview: Background and ApplicationsThroughout the book we have covered the theoretical aspects of models and introduced the reader to a number of frameworks for deep learning. In this chapter we will cover the process of training deep learning models.
作者: 永久    時間: 2025-3-25 10:37
Introduction to Deep Learning,This chapter provides a broad overview and an historical context on the subject of deep learning. It also gives the reader a roadmap for navigating the book, its prerequisites, and further reading to dive deeper into the subject matter.
作者: Mundane    時間: 2025-3-25 14:01

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作者: neutral-posture    時間: 2025-3-25 20:14

作者: 發(fā)源    時間: 2025-3-26 01:17
Convolutional Neural Networks,Convolution Neural Networks (CNNs) in essence are neural networks that employ the convolution operation (instead of a fully connected layer) as one of its layers.
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作者: palliate    時間: 2025-3-26 19:53
Automatic Differentiation,In the chapter on Stochastic Gradient Descent, we treated the computation of gradients of the loss function as a black box.
作者: 看法等    時間: 2025-3-26 21:25

作者: labyrinth    時間: 2025-3-27 02:25

作者: 表示向下    時間: 2025-3-27 05:57
Regularization Techniques,In this chapter we will cover three regularization techniques commonly used in deep learning, namely, early stopping, norm penalties, and dropout. The reader is advised to refer to Chapter . introducing the basics of machine learning, specifically to revisit the notions of model capacity, overfitting, and underfitting.
作者: chandel    時間: 2025-3-27 13:13
Training Deep Learning Models,Throughout the book we have covered the theoretical aspects of models and introduced the reader to a number of frameworks for deep learning. In this chapter we will cover the process of training deep learning models.
作者: 脊椎動物    時間: 2025-3-27 16:34

作者: figure    時間: 2025-3-27 18:00
http://image.papertrans.cn/d/image/264635.jpg
作者: 懶洋洋    時間: 2025-3-28 01:38
https://doi.org/10.1007/978-1-4842-2766-4Deep Learning; Python; Keras; Theano; Caffe; Deep Learning Architecture; GPU
作者: indemnify    時間: 2025-3-28 02:26
Lia Sautunnida,Nor Razinah Mohd. Zain,Izura Masdina Mohamed Zakri,Azhari Yahya,. hat das Gebiet der Nervenchirurgie in ganz hervorragendem Ma?e in den Vordergrund des Interesses gerückt. Gab es uns doch eine ungeahnte, fast unersch?pfliche M?glichkeit, dieses praktisch so eminent wichtige und noch voller wissenschaftlicher Probleme steckende Kapitel der Chirurgie unter Verwer
作者: comely    時間: 2025-3-28 06:44
Tadeusz Czarnecki .-Funktion gleich für komplexe Werte erkl?rt, .. = Σ ../.!, weil die angenehmen Eigenschaften dieser Funktion zusammen mit ihrer engen Beziehung .. = cos . + . sin . zu Sinus und Cosinus eine elegante Behandlung der trigonometrischen Funktionen erm?glichen. .. = .. e. ist nun einmal einfacher als d
作者: 致敬    時間: 2025-3-28 13:20

作者: 串通    時間: 2025-3-28 16:58
Polly Hilllyses trends, factors, and dimensions fuelling the rise of pIn recent decades, we have seen the emergence of private higher education as a global reality. Although there are specific reasons for its appearance in each system, there is also a significant degree of commonality in the context and purpo
作者: gerontocracy    時間: 2025-3-28 22:27

作者: commune    時間: 2025-3-28 23:42
Interference Factors on Tests of Asphalt Biding Agents Destinated to Paving Works Using a Statistickationen, etwa der respiratorischen und renalen Insuffizienz, durch die modernen Intensivbehandlungsmethoden bedeutende Fortschritte erzielt wurden, ist im Gegensatz dazu das Spektrum der eigentlich entscheidenden chirurgischen Lokalma?nahmen über Jahre unver?ndert geblieben. Eine zentrale Frage dab
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作者: Vldl379    時間: 2025-3-30 01:10
Competing Agenda: Feminists, Islam and the State in Nineteenth- and Twentieth-Century Egypt,ate and class formation, and economic and political confrontation with the West. These multiple discourses have been sustained in strikingly different political and economic cultures as state and society continually negotiate changing realities.
作者: 總    時間: 2025-3-30 07:53
Quality Assurance: Qualit?t sicherstellenling methods. Solving this problem requires studying the system of financial and non-financial factors for achieving sustainable growth and also identifying key financial indicators of growth based on an analysis of industry-specific features of the airline passenger transportation market.
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作者: subacute    時間: 2025-3-31 00:56

作者: 健談的人    時間: 2025-3-31 08:27
Judy Lenhart,Kathleen Ohleth,Peter Ryan,Janet Wang-Lee,Carol Bagnellrer selbst und ihres Platzes in der Welt antreiben. Dieses Buch ist für alle Studierenden, Forschenden und Lehrenden der Sozial- und Geisteswissenschaften von Interesse..Dieses Buch ist eine gründliche und fasz978-3-658-38897-3
作者: mydriatic    時間: 2025-3-31 09:12





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