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Presentation, experiments, implementing papers, ideas etc.

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Misc

Here I'm saving results from presentation, papers etc.

  • CVPR2018_FGVC5_workshop.pptx - slides for presentation at CVPR2018 FGVC5 Workshop
  • gaussian_mixture_model_stan - Notebook for my presentation about Stan on example of solving Gaussian Mixture Model
  • vae - Notebooks about exploring variational autoencoder (VAE). I've trained simple autoencoder, VAE, beta-VAE. Played with their latent space, math operation and compared results
  • Exploring Gini impurity vs Entropy.ipynb - Notebook about exploring difference between Gini Impurity vs Entropy for Decision trees
  • style_transfer - playing with original Style Transfer paper
  • bilateral_filter - implementation for Bilateral Grid

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