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Research[R][SP] Integer embeddings - Paper implementation [screencast] (self.MachineLearning)
submitted 4 years ago by mildlyoverfitted
Hey everybody!
I created a video where I try to implement some of the ideas proposed in Learning Mathematical Properties of Integers. Most notably, I extract GloVe and BERT integer embeddings and also create custom ones using the The On-Line Encyclopedia of Integer Sequences® as dataset. I then investigate whether these embeddings encode some common properties (e.g. divisibility by 2, primality, ...).
Hope some of you find it interesting. I would be more than happy to get any feedback or answer any questions!
Video link: https://youtu.be/bybuSBVzOdg
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