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Deep Learning
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Внешние ссылки главной страницы ( 4 ) | |
amazon.com/Deep-Learning-Adaptive-Computation-Machine/dp/026... | Amazon |
groups.google.com/forum/#!forum/deeplearningbook | mailing list |
github.com/goodfeli/dlbook_notation | template |
docs.google.com/document/d/1ABlp7FluwZ0B82_fjNOFVQ2uOZkfuF8e... | Errata in published editions |
Внутренние ссылки главной страницы ( 32 ) | |
front_matter.pdf | Deep Learning |
exercises.html | Exercises |
lecture_slides.html | Lectures |
external.html | External Links |
contents/TOC.html | Table of Contents |
contents/acknowledgements.html | Acknowledgements |
contents/notation.html | Notation |
contents/intro.html | 1 Introduction |
contents/part_basics.html | Part I: Applied Math and Machine Learning Basics |
contents/linear_algebra.html | 2 Linear Algebra |
contents/prob.html | 3 Probability and Information Theory |
contents/numerical.html | 4 Numerical Computation |
contents/ml.html | 5 Machine Learning Basics |
contents/part_practical.html | Part II: Modern Practical Deep Networks |
contents/mlp.html | 6 Deep Feedforward Networks |
contents/regularization.html | 7 Regularization for Deep Learning |
contents/optimization.html | 8 Optimization for Training Deep Models |
contents/convnets.html | 9 Convolutional Networks |
contents/rnn.html | 10 Sequence Modeling: Recurrent and Recursive Nets |
contents/guidelines.html | 11 Practical Methodology |
contents/applications.html | 12 Applications |
contents/part_research.html | Part III: Deep Learning Research |
contents/linear_factors.html | 13 Linear Factor Models |
contents/autoencoders.html | 14 Autoencoders |
contents/representation.html | 15 Representation Learning |
contents/graphical_models.html | 16 Structured Probabilistic Models for Deep Learning |
contents/monte_carlo.html | 17 Monte Carlo Methods |
contents/partition.html | 18 Confronting the Partition Function |
contents/inference.html | 19 Approximate Inference |
contents/generative_models.html | 20 Deep Generative Models |
contents/bib.html | Bibliography |
contents/index-.html | Index |
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