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Generative Adversarial Networks

  • Post author:Stefan
  • Post category:Uncategorized
  • Post last modified:January 25, 2023

GANs are called generative models because they try to capture the joint probability. In other words, it tries to learn the distribution of individual classes. For example, if we are…

Continue ReadingGenerative Adversarial Networks

Natural Language Processing

  • Post author:Stefan
  • Post category:Uncategorized
  • Post last modified:January 25, 2023

One of the first things that is clear from the question is that they mentioned unigram and bag of words. We should already be thinking about how we can improve…

Continue ReadingNatural Language Processing

Dimensionality Reduction

  • Post author:Stefan
  • Post category:Uncategorized
  • Post last modified:January 23, 2023

There are a few reasons why high dimensional data could be a problem: An obvious reason would be more computing power/time needed to build a model The curse of dimensionality:…

Continue ReadingDimensionality Reduction
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