[DesireCourse Com] Udemy - Deep Learning GANs and Variational Autoencoders
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[DesireCourse Com] Udemy - Deep Learning GANs and Variational Autoencoders
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Torrent File Content (43 files)
[DesireCourse.Com] Udemy - Deep Learning GANs and Variational Autoencoders
01 Introduction and Outline
001 Welcome.mp4 -
01 Introduction and Outline
001 Welcome.mp4 -
8.25 MB
002 Where does this course fit into your deep learning studies.mp4 -
3.92 MB
003 Where to get the code and data.mp4 -
3.58 MB
004 How to succeed in this course.mp4 -
4.82 MB
02 Generative Modeling Review
005 What does it mean to Sample.mp4 -
005 What does it mean to Sample.mp4 -
8.45 MB
006 Sampling Demo Bayes Classifier.mp4 -
4.14 MB
007 Gaussian Mixture Model Review.mp4 -
18.35 MB
008 Sampling Demo Bayes Classifier with GMM.mp4 -
8.41 MB
009 Why do we care about generating samples.mp4 -
23.91 MB
010 Neural Network and Autoencoder Review.mp4 -
9.21 MB
011 Tensorflow Warmup.mp4 -
9.32 MB
012 Theano Warmup.mp4 -
6.34 MB
03 Variational Autoencoders
013 Variational Autoencoders Section Introduction.mp4 -
013 Variational Autoencoders Section Introduction.mp4 -
4.92 MB
014 Variational Autoencoder Architecture.mp4 -
9.88 MB
015 Parameterizing a Gaussian with a Neural Network.mp4 -
14.96 MB
016 The Latent Space Predictive Distributions and Samples.mp4 -
4.01 MB
017 Cost Function.mp4 -
13.02 MB
018 Tensorflow Implementation pt 1.mp4 -
12.59 MB
019 Tensorflow Implementation pt 2.mp4 -
2.64 MB
020 Tensorflow Implementation pt 3.mp4 -
27.35 MB
021 The Reparameterization Trick.mp4 -
4.02 MB
022 Theano Implementation.mp4 -
15.35 MB
023 Visualizing the Latent Space.mp4 -
6.44 MB
024 Bayesian Perspective.mp4 -
17.78 MB
025 Variational Autoencoder Section Summary.mp4 -
6.82 MB
04 Generative Adversarial Networks GANs
026 GAN - Basic Principles.mp4 -
026 GAN - Basic Principles.mp4 -
9.48 MB
027 GAN Cost Function pt 1.mp4 -
12.84 MB
028 GAN Cost Function pt 2.mp4 -
8.28 MB
029 DCGAN.mp4 -
13.66 MB
030 Batch Normalization Review.mp4 -
6.82 MB
031 Fractionally-Strided Convolution.mp4 -
15.17 MB
032 Tensorflow Implementation Notes.mp4 -
12.07 MB
033 Tensorflow Implementation.mp4 -
27.65 MB
034 Theano Implementation Notes.mp4 -
12.67 MB
035 Theano Implementation.mp4 -
29.34 MB
036 GAN Summary.mp4 -
8.74 MB
05 Appendix
037 How to How to install Numpy Theano Tensorflow etc....mp4 -
037 How to How to install Numpy Theano Tensorflow etc....mp4 -
43.92 MB
038 How to Succeed in this Course Long Version.mp4 -
9.52 MB
039 How to Code by Yourself part 1.mp4 -
13.64 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 -
3.37 MB
[DesireCourse.Com].txt -
754 bytes
[DesireCourse.Com].url -
51 bytes
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