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 14 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
CS-663 Course Project
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Oct 28, 2019 - 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
Hierarchical Book Recommendations
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Oct 18, 2018 - Python
Hyperbolic embedding using AudioSet ontology.
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Sep 19, 2025 - Python
Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions
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Jun 26, 2024 - Python
Moteur de compression de graphes par plongement hyperbolique. Transforme le stockage quadratique O(N²) en linéaire O(N) et accélère la recherche de 100M× (O(log N)). Implémentation Pure Python
python big-data optimization social-network-analysis graph-compression hyperbolic-geometry graph-neural-networks poincare-embeddings lichen-universe lichen-collective
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Jan 8, 2026 - Python
Research-backed MCP system using Arabic morphology, transformer embeddings, and Poincaré geometry to ground semantic relationships in classical Arabic.
transformers attention computational-linguistics digital-humanities arabic-nlp interpretability philology poincare-embeddings mechanistic-interpretability camelbert
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Sep 13, 2026 - Python
Implementation of Poincaré embeddings in PyTorch for learning hierarchical representations in hyperbolic space.
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Nov 1, 2024 - Python
A hyperbolic context manifold, built and tested: Poincare disks vs flat space for hierarchy, over-smoothing and link prediction. Code for the essay Escaping Flatland.
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Oct 8, 2026 - Python
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