Name [OREILLY] GANs in Action video edition (2019) [EN]
File Type other
Size 1.13GB
UpdateDate 2024-8-13
hash *****9AE0AC61DF8C6ED1470183FDECA9D71ECC
Hot 1
Files Chapter 1. GANs in action.ts | 24.65MB Chapter 1. Introduction to GANs.ts | 32.34MB Chapter 1. Why study GANs.ts | 20.49MB Chapter 2. Code is life.ts | 27.70MB Chapter 2. Intro to generative modeling with autoencoders.ts | 32.69MB Chapter 2. Unsupervised learning.ts | 24.28MB Chapter 2. What are autoencoders to GANs.ts | 27.25MB Chapter 2. Why did we try aGAN.ts | 23.86MB Chapter 3. Implementing the Discriminator.ts | 22.17MB Chapter 3. The Generator and the Discriminator.ts | 23.76MB Chapter 3. Your first GAN Generating handwritten digits.ts | 31.50MB Chapter 4. Batch normalization.ts | 20.97MB Chapter 4. Deep Convolutional GAN.ts | 24.51MB Chapter 4. Implementing the Generator.ts | 27.59MB Chapter 5. Inception score.ts | 20.79MB Chapter 5. Min-Max GAN.ts | 24.86MB Chapter 5. Summary of game setups.ts | 33.89MB Chapter 5. Training and common challenges GANing for success.ts | 39.12MB Chapter 5. Training challenges.ts | 21.91MB Chapter 5. Wasserstein GAN.ts | 28.15MB Chapter 6. Equalized learning rate.ts | 24.26MB Chapter 6. Progressing with GANs.ts | 22.43MB Chapter 6. Summary of key innovations.ts | 23.27MB Chapter 6. They grow up so fast.ts | 29.74MB Chapter 7. Building the model.ts | 15.01MB Chapter 7. Semi-Supervised GAN.ts | 23.77MB Chapter 7. Tutorial Implementing a Semi-Supervised GAN.ts | 19.33MB Chapter 7. What is a Semi-Supervised GAN.ts | 14.58MB Chapter 8. Building the model.ts | 18.78MB Chapter 8. Conditional GAN.ts | 23.67MB Chapter 8. Tutorial Implementing a Conditional GAN.ts | 18.43MB Chapter 9. Architecture.ts | 22.44MB Chapter 9. CycleGAN.ts | 25.63MB Chapter 9. Object-oriented design of GANs.ts | 25.88MB Chapter 9. Training the CycleGAN.ts | 20.77MB Chapter 10. Adversarial examples.ts | 33.64MB Chapter 10. Not all hope is lost.ts | 29.36MB Chapter 10. Use and abuse of training.ts | 27.14MB Chapter 11. Creating new items matching individual preferences.ts | 33.13MB Chapter 11. Methodology.ts | 29.85MB Chapter 11. Practical applications of GANs.ts | 31.17MB Chapter 12. BigGAN.ts | 43.36MB Chapter 12. GAN innovations.ts | 28.77MB Chapter 12. Looking ahead.ts | 25.93MB Part 1. Introduction to GANs and generative modeling.ts | 4.85MB Part 2. Advanced topics in GANs.ts | 5.24MB Part 3. Where to go from here.ts | 2.53MB
