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EE299-poincare-embedding

2020-04-03 | |  33 |   0 |   0

Poincare Embedding

Investigate the paper: Poincare Embedding for Learning Hierarchical Representation

Packages

  • numpy

  • matplotlib

  • seaborn

  • pytorch

  • sklearn

  • nltk

  • gensim

Usage

Data: wordnet/mammal_closure.tsv

Train embedding

# use poincare distance
python experiment.py --dim [embedding dimension] --poincare

# use euclidean distance
python experiment.py --dim [embedding dimension] --euclidean

Evaluate embedding

python experiment.py --dim [embedding dimension] --evaluate

Plot poincare embedding

python experiment.py --dim [embedding dimension] --plot





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