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README.md

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@@ -14,22 +14,22 @@ Below is a outline of the book chapters, with links to relevant notebook folders
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Part I: Introduction to Generative Deep Learning
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1. Generative Modeling
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2. [Deep Learning](./notebooks/02_deeplearning/)
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2. Deep Learning
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Part II: Methods
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3. [Variational Autoencoders](./notebooks/03_vae/)
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4. [Generative Adversarial Networks](./notebooks/04_gan/)
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5. [Autoregressive Models](./notebooks/05_autoregressive/)
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6. [Normalizing Flows](./notebooks/06_normflow/)
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7. [Energy-Based Models](./notebooks/07_ebm/)
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8. [Diffusion Models](./notebooks/08_diffusion/)
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3. Variational Autoencoders
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4. Generative Adversarial Networks
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5. Autoregressive Models
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6. Normalizing Flows
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7. Energy-Based Models
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8. Diffusion Models
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Part III: Applications
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9. [Transformers](./notebooks/09_transformer/)
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9. Transformers
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10. Advanced GANs
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11. [Music Generation](./notebooks/11_music/)
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11. Music Generation
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12. World Models
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13. Multimodal Models
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14. Conclusion
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docker-compose -f docker-compose-gpu.yml up
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```
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The running notebooks will be available in your local browser, on the port specified in your env file - for example
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Jupyter will be available in your local browser, on the port specified in your env file - for example
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```
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http://localhost:8888
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```
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The notebooks that accompany the book are available in the `/notebooks` folder, organized by chapter and example.
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### Downloading data
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The codebase comes with an in-built data downloader helper script.

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