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Show HN: Hyperbolic N-Space Embeddings for TensorFlow
2 points by kousun12 on March 6, 2019 | hide | past | favorite
https://github.com/kousun12/tf_hyperbolic

I still think hyperbolic geometry hasn't been appreciated enough in the ML world, following some related papers by facebook research over the last year (importantly this one: https://papers.nips.cc/paper/7213-poincare-embeddings-for-le...).

Here's an implementation of some basic functions to support the Poincare model for word embeddings in TF. Lorentz model coming eventually...




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