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Neural networks made easy (Part 21): Variational autoencoders (VAE)

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by , 10-11-2022 at 01:14 AM (594 Views)
      
   
We continue to study unsupervised learning methods. In the last article, we got acquainted with autoencoders. The topic of autoencoders is broad and cannot fit within one article. I would like to continue this topic and introduce you to one of autoencoder modifications — variational autoencoders.
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  1. Neural networks made easy
  2. Neural networks made easy (Part 2): Network training and testing
  3. Neural networks made easy (Part 3): Convolutional networks
  4. Neural networks made easy (Part 4): Recurrent networks
  5. Neural networks made easy (Part 5): Multithreaded calculations in OpenCL
  6. Neural networks made easy (Part 6): Experimenting with the neural network learning rate
  7. Neural networks made easy (Part 7): Adaptive optimization methods
  8. Neural networks made easy (Part 8): Attention mechanisms
  9. Neural networks made easy (Part 9): Documenting the work
  10. Neural networks made easy (Part 10): Multi-Head Attention
  11. Neural networks made easy (Part 11): A take on GPT
  12. Neural networks made easy (Part 12): Dropout
  13. Neural networks made easy (Part 13): Batch Normalization
  14. Neural networks made easy (Part 14): Data clustering
  15. Neural networks made easy (Part 15): Data clustering using MQL5
  16. Neural networks made easy (Part 16): Practical use of clustering
  17. Neural networks made easy (Part 17): Dimensionality reduction
  18. Neural networks made easy (Part 18): Association rules
  19. Neural networks made easy (Part 19): Association rules using MQL5
  20. Neural networks made easy (Part 20): Autoencoders
  21. Neural networks made easy (Part 21): Variational autoencoders (VAE)

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