OREILLY GANs in Action video edition 2019 EN | 462A09AE0AC61DF8C6ED1470183FDECA9D71ECC0

OREILLY GANs in Action video edition 2019 EN

Name	[OREILLY] GANs in Action video edition (2019) [EN]	DOWNLOAD Copy Link
Total Size	1.2 GB
Total Files	47
Last Seen	2024-11-15 00:17
Hash	462A09AE0AC61DF8C6ED1470183FDECA9D71ECC0

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Chapter 1. GANs in action.ts	25.8 MB
Chapter 1. Introduction to GANs.ts	33.9 MB
Chapter 1. Why study GANs.ts	21.5 MB
Chapter 2. Code is life.ts	29.0 MB
Chapter 2. Intro to generative modeling with autoencoders.ts	34.3 MB
Chapter 2. Unsupervised learning.ts	25.5 MB
Chapter 2. What are autoencoders to GANs.ts	28.6 MB
Chapter 2. Why did we try aGAN.ts	25.0 MB
Chapter 3. Implementing the Discriminator.ts	23.3 MB
Chapter 3. The Generator and the Discriminator.ts	24.9 MB
Chapter 3. Your first GAN Generating handwritten digits.ts	33.0 MB
Chapter 4. Batch normalization.ts	22.0 MB
Chapter 4. Deep Convolutional GAN.ts	25.7 MB
Chapter 4. Implementing the Generator.ts	28.9 MB
Chapter 5. Inception score.ts	21.8 MB
Chapter 5. Min-Max GAN.ts	26.1 MB
Chapter 5. Summary of game setups.ts	35.5 MB
Chapter 5. Training and common challenges GANing for success.ts	41.0 MB
Chapter 5. Training challenges.ts	23.0 MB
Chapter 5. Wasserstein GAN.ts	29.5 MB
Chapter 6. Equalized learning rate.ts	25.4 MB
Chapter 6. Progressing with GANs.ts	23.5 MB
Chapter 6. Summary of key innovations.ts	24.4 MB
Chapter 6. They grow up so fast.ts	31.2 MB
Chapter 7. Building the model.ts	15.7 MB
Chapter 7. Semi-Supervised GAN.ts	24.9 MB
Chapter 7. Tutorial Implementing a Semi-Supervised GAN.ts	20.3 MB
Chapter 7. What is a Semi-Supervised GAN.ts	15.3 MB
Chapter 8. Building the model.ts	19.7 MB
Chapter 8. Conditional GAN.ts	24.8 MB
Chapter 8. Tutorial Implementing a Conditional GAN.ts	19.3 MB
Chapter 9. Architecture.ts	23.5 MB
Chapter 9. CycleGAN.ts	26.9 MB
Chapter 9. Object-oriented design of GANs.ts	27.1 MB
Chapter 9. Training the CycleGAN.ts	21.8 MB
Chapter 10. Adversarial examples.ts	35.3 MB
Chapter 10. Not all hope is lost.ts	30.8 MB
Chapter 10. Use and abuse of training.ts	28.5 MB
Chapter 11. Creating new items matching individual preferences.ts	34.7 MB
Chapter 11. Methodology.ts	31.3 MB
Chapter 11. Practical applications of GANs.ts	32.7 MB
Chapter 12. BigGAN.ts	45.5 MB
Chapter 12. GAN innovations.ts	30.2 MB
Chapter 12. Looking ahead.ts	27.2 MB
Part 1. Introduction to GANs and generative modeling.ts	5.1 MB
Part 2. Advanced topics in GANs.ts	5.5 MB
Part 3. Where to go from here.ts	2.7 MB
Total files 47