Udemy - Deep Learning: GANs and Variational Autoencoders

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  • LanguageEnglish
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  • Last checkedDec. 14th '18
  • Date uploadedDec. 13th '18
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Deep Learning: GANs and Variational Autoencoders

Generative Adversarial Networks and Variational Autoencoders in Python, Theano, and Tensorflow

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Files:

[DesireCourse.Com] Udemy - Deep Learning GANs and Variational Autoencoders 01 Introduction and Outline
  • 001 Welcome.mp4 (8.2 MB)
  • 002 Where does this course fit into your deep learning studies.mp4 (3.9 MB)
  • 003 Where to get the code and data.mp4 (3.6 MB)
  • 004 How to succeed in this course.mp4 (4.8 MB)
02 Generative Modeling Review
  • 005 What does it mean to Sample.mp4 (8.4 MB)
  • 006 Sampling Demo Bayes Classifier.mp4 (4.1 MB)
  • 007 Gaussian Mixture Model Review.mp4 (18.3 MB)
  • 008 Sampling Demo Bayes Classifier with GMM.mp4 (8.4 MB)
  • 009 Why do we care about generating samples.mp4 (23.9 MB)
  • 010 Neural Network and Autoencoder Review.mp4 (9.2 MB)
  • 011 Tensorflow Warmup.mp4 (9.3 MB)
  • 012 Theano Warmup.mp4 (6.3 MB)
03 Variational Autoencoders
  • 013 Variational Autoencoders Section Introduction.mp4 (4.9 MB)
  • 014 Variational Autoencoder Architecture.mp4 (9.9 MB)
  • 015 Parameterizing a Gaussian with a Neural Network.mp4 (15.0 MB)
  • 016 The Latent Space Predictive Distributions and Samples.mp4 (4.0 MB)
  • 017 Cost Function.mp4 (13.0 MB)
  • 018 Tensorflow Implementation pt 1.mp4 (12.6 MB)
  • 019 Tensorflow Implementation pt 2.mp4 (2.6 MB)
  • 020 Tensorflow Implementation pt 3.mp4 (27.4 MB)
  • 021 The Reparameterization Trick.mp4 (4.0 MB)
  • 022 Theano Implementation.mp4 (15.3 MB)
  • 023 Visualizing the Latent Space.mp4 (6.4 MB)
  • 024 Bayesian Perspective.mp4 (17.8 MB)
  • 025 Variational Autoencoder Section Summary.mp4 (6.8 MB)
04 Generative Adversarial Networks GANs
  • 026 GAN - Basic Principles.mp4 (9.5 MB)
  • 027 GAN Cost Function pt 1.mp4 (12.8 MB)
  • 028 GAN Cost Function pt 2.mp4 (8.3 MB)
  • 029 DCGAN.mp4 (13.7 MB)
  • 030 Batch Normalization Review.mp4 (6.8 MB)
  • 031 Fractionally-Strided Convolution.mp4 (15.2 MB)
  • 032 Tensorflow Implementation Notes.mp4 (12.1 MB)
  • 033 Tensorflow Implementation.mp4 (27.7 MB)
  • 034 Theano Implementation Notes.mp4 (12.7 MB)
  • 035 Theano Implementation.mp4 (29.3 MB)
  • 036 GAN Summary.mp4 (8.7 MB)
05 Appendix
  • 037 How to How to install Numpy Theano Tensorflow etc....mp4 (43.9 MB)
  • 038 How to Succeed in this Course Long Version.mp4 (9.5 MB)
  • 039 How to Code by Yourself part 1.mp4 (13.6 MB)
  • 040 How to Code by Yourself part 2.mp4 (14.8 MB)
  • 041 Where to get discount coupons and FREE deep learning material.mp4 (3.4 MB)
  • [DesireCourse.Com].txt (0.7 KB)
  • [DesireCourse.Com].url (0.0 KB)

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