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种子名称： [DesireCourse.Com] Udemy - Deep Learning GANs and Variational Autoencoders
文件类型： 视频
文件数目： 41个文件
文件大小： 490.46 MB
收录时间： 2019-2-18 23:59
已经下载： 3次
资源热度： 170
最近下载： 2024-12-23 03:21

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[DesireCourse.Com] Udemy - Deep Learning GANs and Variational Autoencoders.torrent

01 Introduction and Outline/001 Welcome.mp48.25MB

01 Introduction and Outline/002 Where does this course fit into your deep learning studies.mp43.92MB

01 Introduction and Outline/003 Where to get the code and data.mp43.58MB

01 Introduction and Outline/004 How to succeed in this course.mp44.82MB

02 Generative Modeling Review/005 What does it mean to Sample.mp48.45MB

02 Generative Modeling Review/006 Sampling Demo Bayes Classifier.mp44.14MB

02 Generative Modeling Review/007 Gaussian Mixture Model Review.mp418.35MB

02 Generative Modeling Review/008 Sampling Demo Bayes Classifier with GMM.mp48.41MB

02 Generative Modeling Review/009 Why do we care about generating samples.mp423.91MB

02 Generative Modeling Review/010 Neural Network and Autoencoder Review.mp49.21MB

02 Generative Modeling Review/011 Tensorflow Warmup.mp49.32MB

02 Generative Modeling Review/012 Theano Warmup.mp46.34MB

03 Variational Autoencoders/013 Variational Autoencoders Section Introduction.mp44.92MB

03 Variational Autoencoders/014 Variational Autoencoder Architecture.mp49.88MB

03 Variational Autoencoders/015 Parameterizing a Gaussian with a Neural Network.mp414.96MB

03 Variational Autoencoders/016 The Latent Space Predictive Distributions and Samples.mp44.01MB

03 Variational Autoencoders/017 Cost Function.mp413.02MB

03 Variational Autoencoders/018 Tensorflow Implementation pt 1.mp412.59MB

03 Variational Autoencoders/019 Tensorflow Implementation pt 2.mp42.64MB

03 Variational Autoencoders/020 Tensorflow Implementation pt 3.mp427.35MB

03 Variational Autoencoders/021 The Reparameterization Trick.mp44.02MB

03 Variational Autoencoders/022 Theano Implementation.mp415.35MB

03 Variational Autoencoders/023 Visualizing the Latent Space.mp46.44MB

03 Variational Autoencoders/024 Bayesian Perspective.mp417.78MB

03 Variational Autoencoders/025 Variational Autoencoder Section Summary.mp46.82MB

04 Generative Adversarial Networks GANs/026 GAN - Basic Principles.mp49.48MB

04 Generative Adversarial Networks GANs/027 GAN Cost Function pt 1.mp412.84MB

04 Generative Adversarial Networks GANs/028 GAN Cost Function pt 2.mp48.28MB

04 Generative Adversarial Networks GANs/029 DCGAN.mp413.66MB

04 Generative Adversarial Networks GANs/030 Batch Normalization Review.mp46.82MB

04 Generative Adversarial Networks GANs/031 Fractionally-Strided Convolution.mp415.17MB

04 Generative Adversarial Networks GANs/032 Tensorflow Implementation Notes.mp412.07MB

04 Generative Adversarial Networks GANs/033 Tensorflow Implementation.mp427.65MB

04 Generative Adversarial Networks GANs/034 Theano Implementation Notes.mp412.67MB

04 Generative Adversarial Networks GANs/035 Theano Implementation.mp429.34MB

04 Generative Adversarial Networks GANs/036 GAN Summary.mp48.74MB

05 Appendix/037 How to How to install Numpy Theano Tensorflow etc....mp443.92MB

05 Appendix/038 How to Succeed in this Course Long Version.mp49.52MB

05 Appendix/039 How to Code by Yourself part 1.mp413.64MB

05 Appendix/040 How to Code by Yourself part 2.mp414.8MB

05 Appendix/041 Where to get discount coupons and FREE deep learning material.mp43.37MB