code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".
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Oct 3, 2023 - Python
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poincare-embeddings
Here are 11 public repositories matching this topic...
Taxonomy refinement method to improve domain-specific taxonomy systems.
taxonomy word2vec word-embeddings embeddings wordnet semeval hyperbolic-geometry poincare-embeddings taxonomy-induction acl2019 hyperbolic-embeddings
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Jun 17, 2024 - Python
Hyperbolic Busemann Learning with Ideal Prototypes, NeurIPS2021
machine-learning deep-learning poincare-embeddings hyperbolic-space hyperbolic-embeddings neurips-2021 prototype-learning
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Dec 9, 2021 - Python
Train poincare embedding using gensim
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May 18, 2018 - Jupyter Notebook
K-Means algorithm in the Poincare Disk Model
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Nov 12, 2018 - Python
A "navigator" for exploring 2-dimensional hyperbolic space using the Poincaré disc model. The entire graph or point configuration can be translated and rotated by dragging the ambient, and individual points can be moved, too.
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Jun 2, 2021 - JavaScript
CS-663 Course Project
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Oct 28, 2019 - Python
Hierarchical Book Recommendations
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Oct 18, 2018 - Python
ENSAE - Geometric Methods in Machine Learning Course - Poincaré embeddings from 'Poincaré Embeddings for Learning Hierarchical Representations' by Maximilian Nickel and Douwe Kiela
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May 23, 2018 - Jupyter Notebook
Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions
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Jun 26, 2024 - Python
Implementation of Poincaré embeddings in PyTorch for learning hierarchical representations in hyperbolic space.
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Nov 1, 2024 - Python
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