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A nice interactive tool to explore latent space in Deep Generative Models

Packages:

  • Python 3
  • PyTorch
  • Matplotlib
  • Bokeh
  • Pandas

Initial ideas:

  • An interactive web app that enables the user explore the latent space of previously trained (Variational) Auto Encoders (VAE, links...)
  • The web server contains several tabs to explore different aspect of the model.
  • Tabs:
    • tab1: Scatter plot connected to a light-curve/spectra plot
    • tabe: sliders controlling latent-space value input to decoder + reconstruction

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Visualizing Deep Generative Models, an interactive app to explore the latent space

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