Show HN: Hyperbolic N-Space Embeddings for TensorFlow

https://news.ycombinator.com/item?id=19318355
by kousun12 • 7 years ago
2 0 7 years ago

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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