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[FreeCourseSite.com] Udemy - Deep Learning GANs and Variational Autoencoders
magnet:?xt=urn:btih:77ab3725431ae1d8a5ad83db04d685055ff92b8c&dn=[FreeCourseSite.com] Udemy - Deep Learning GANs and Variational Autoencoders
磁力链接详情
Hash值:
77ab3725431ae1d8a5ad83db04d685055ff92b8c
点击数:
160
文件大小:
1.16 GB
文件数量:
53
创建日期:
2019-6-3 12:32
最后访问:
2024-10-6 17:37
访问标签:
FreeCourseSite
com
Udemy
-
Deep
Learning
GANs
and
Variational
Autoencoders
文件列表详情
1. Introduction and Outline/1. Welcome.mp4 4.09 MB
1. Introduction and Outline/2. Where does this course fit into your deep learning studies.mp4 3.93 MB
1. Introduction and Outline/3. Where to get the code and data.mp4 3.59 MB
1. Introduction and Outline/4. How to succeed in this course.mp4 4.82 MB
2. Generative Modeling Review/1. What does it mean to Sample.mp4 4.19 MB
2. Generative Modeling Review/2. Sampling Demo Bayes Classifier.mp4 4.15 MB
2. Generative Modeling Review/3. Gaussian Mixture Model Review.mp4 9.41 MB
2. Generative Modeling Review/4. Sampling Demo Bayes Classifier with GMM.mp4 4.34 MB
2. Generative Modeling Review/5. Why do we care about generating samples.mp4 16.55 MB
2. Generative Modeling Review/6. Neural Network and Autoencoder Review.mp4 9.22 MB
2. Generative Modeling Review/7. Tensorflow Warmup.mp4 5.26 MB
2. Generative Modeling Review/8. Theano Warmup.mp4 6.35 MB
3. Variational Autoencoders/1. Variational Autoencoders Section Introduction.mp4 4.93 MB
3. Variational Autoencoders/10. Theano Implementation.mp4 15.35 MB
3. Variational Autoencoders/11. Visualizing the Latent Space.mp4 3.58 MB
3. Variational Autoencoders/12. Bayesian Perspective.mp4 8.54 MB
3. Variational Autoencoders/13. Variational Autoencoder Section Summary.mp4 3.28 MB
3. Variational Autoencoders/2. Variational Autoencoder Architecture.mp4 4.63 MB
3. Variational Autoencoders/3. Parameterizing a Gaussian with a Neural Network.mp4 9.79 MB
3. Variational Autoencoders/4. The Latent Space, Predictive Distributions and Samples.mp4 4.02 MB
3. Variational Autoencoders/5. Cost Function.mp4 6.58 MB
3. Variational Autoencoders/6. Tensorflow Implementation (pt 1).mp4 34.02 MB
3. Variational Autoencoders/7. Tensorflow Implementation (pt 2).mp4 23.28 MB
3. Variational Autoencoders/8. Tensorflow Implementation (pt 3).mp4 14.05 MB
3. Variational Autoencoders/9. The Reparameterization Trick.mp4 4.02 MB
4. Generative Adversarial Networks (GANs)/1. GAN - Basic Principles.mp4 5.04 MB
4. Generative Adversarial Networks (GANs)/10. Theano Implementation.mp4 29.34 MB
4. Generative Adversarial Networks (GANs)/11. GAN Summary.mp4 8.74 MB
4. Generative Adversarial Networks (GANs)/2. GAN Cost Function (pt 1).mp4 6.18 MB
4. Generative Adversarial Networks (GANs)/3. GAN Cost Function (pt 2).mp4 27.43 MB
4. Generative Adversarial Networks (GANs)/4. DCGAN.mp4 9.52 MB
4. Generative Adversarial Networks (GANs)/5. Batch Normalization Review.mp4 6.82 MB
4. Generative Adversarial Networks (GANs)/6. Fractionally-Strided Convolution.mp4 7.41 MB
4. Generative Adversarial Networks (GANs)/7. Tensorflow Implementation Notes.mp4 12.08 MB
4. Generative Adversarial Networks (GANs)/8. Tensorflow Implementation.mp4 27.66 MB
4. Generative Adversarial Networks (GANs)/9. Theano Implementation Notes.mp4 6.62 MB
5. Theano and Tensorflow Basics Review/1. (Review) Theano Basics.mp4 93.45 MB
5. Theano and Tensorflow Basics Review/2. (Review) Theano Neural Network in Code.mp4 87.02 MB
5. Theano and Tensorflow Basics Review/3. (Review) Tensorflow Basics.mp4 81.42 MB
5. Theano and Tensorflow Basics Review/4. (Review) Tensorflow Neural Network in Code.mp4 97.3 MB
6. Appendix/1. What is the Appendix.mp4 5.46 MB
6. Appendix/10. Python 2 vs Python 3.mp4 7.84 MB
6. Appendix/11. Is Theano Dead.mp4 17.82 MB
6. Appendix/12. What order should I take your courses in (part 1).mp4 29.33 MB
6. Appendix/13. What order should I take your courses in (part 2).mp4 37.62 MB
6. Appendix/2. Windows-Focused Environment Setup 2018.mp4 186.37 MB
6. Appendix/3. How to How to install Numpy, Theano, Tensorflow, etc....mp4 27.28 MB
6. Appendix/4. How to Succeed in this Course (Long Version).mp4 12.99 MB
6. Appendix/5. How to Code by Yourself (part 1).mp4 13.64 MB
6. Appendix/6. How to Code by Yourself (part 2).mp4 8.65 MB
6. Appendix/7. Proof that using Jupyter Notebook is the same as not using it.mp4 78.27 MB
6. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 38.96 MB
6. Appendix/9. Where to get discount coupons and FREE deep learning material.mp4 3.38 MB
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