hyperbolic-geometry

There are 9 repositories under hyperbolic-geometry topic.

neozhaoliang / Hyperbolic-Honeycombs
Visualize 3d/4d hyperbolic honeycombs and sphere packings.
circle-packing coxeter-groups fractals hyperbolic-geometry hyperbolic-space tilings ball-packings
Language:GLSL 239
TatsuyaShirakawa / poincare-embedding
Poincaré Embedding (unofficial)
machine-learning representation-learning hyperbolic-geometry
Language:C++ 230
Awesome-Hyperbolic-Representation-and-Deep-Learning
marlin-codes / Awesome-Hyperbolic-Representation-and-Deep-Learning
Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications
hyperbolic-geometry representation-learning graph-neural-networks graph-embedding knowledge-graph network-embedding recommender-system
226
drewwilimitis / hyperbolic-learning
Implemented Machine Learning Algorithms in Hyperbolic Geometry (MDS, K-Means, Support vector machines, etc.)
hyperbolic-geometry python kmeans-clustering multidimensional-scaling hyperbolic-embeddings
Language:Jupyter Notebook 126
emilemathieu / pvae
code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".
vae pytorch hyperbolic-geometry poincare-embeddings hierarchical-data
Language:Python 119
d3-hypertree
glouwa / d3-hypertree
HTML5 SVG Hyperbolic Tree Implementation.
hyperbolic-tree hyperbolic-geometry webcomponent visualisation information-visualization hyperbolic-browser hierarchy-visualization hierarchy
Language:TypeScript 78
theSage21 / lorentz-embeddings
Embed arbitrary graphs in Hyperbolic space
pytorch embedding lorentz hyperbolic-geometry
Language:Python 72
FranxYao / PoincareProbe
Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces
bert bert-model bert-embeddings pretrained-language-model probing probing-tasks bertology hyperbolic-geometry hyperbolic-embeddings hyperbolic
Language:Jupyter Notebook 54
ItsNickBarry / hyperbolic-canvas
The Poincaré disk model of the hyperbolic plane on the HTML canvas 💫
hyperbolic-geometry geometry canvas wow visualization non-euclidean-geometry math maths
Language:JavaScript 47
qiangsiwei / poincare_embedding
Poincaré Embedding
machine-learning representation-learning hyperbolic-geometry
Language:Python 39
nlpAThits / figet-hyperbolic-space
Code for the paper "Fine-Grained Entity Typing in Hyperbolic Space"
nlp figet entity-typing entity-types hyperbolic-geometry hyperbolic-distance hyperbolic-space fine-grained-classification fine-grained-entity-typing graph-embeddings hierarchical-data hierarchical-models hierarchy
Language:Python 35
uhh-lt / Taxonomy_Refinement_Embeddings
Taxonomy refinement method to improve domain-specific taxonomy systems.
taxonomy poincare-embeddings hyperbolic-geometry hyperbolic-embeddings wordnet taxonomy-induction semeval word-embeddings embeddings word2vec acl2019
Language:Python 26
kschwethelm / HyperbolicCV
ICLR 2024 | Fully Hyperbolic Convolutional Neural Networks for Computer Vision | Official Implementation
convolutional-neural-networks hyperbolic-geometry pytorch computer-vision deep-learning fully-hyperbolic
Language:Python 25
LCS2-IIITD / Hyphen
[NeurIPS 2022 Oral (Spotlight)] Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification
fake-news-detection fourier-transform hate-speech-detection hyperbolic-geometry text-classification explainability co-attention fake-news-dataset hgcn hyperbolic-embeddings poincare-ball gossipcop humor-detection politifact sarcasm-detection neurips-2022
Language:Python 23
rsonthal / TreeRep
Learning Tree structures and Tree metrics
hyperbolic-embeddings metric-learning tree-structure hyperbolic-geometry tree
Language:Jupyter Notebook 22
AnoushkaVyas / GraphZoo
Facilitating learning, using, and designing graph processing pipelines/models systematically.
graph-neural-networks graph-convolutional-networks deep-learning neural-network network-embedding open-source pytorch-implementation pythonlib hyperbolic-geometry hyperbolic-embeddings
Language:Jupyter Notebook 21
shaanchandra / SAFER
Repository containing the official code for the paper Graph-based Modeling of Online Communities for Fake News Detection.
fake-news-detection natural-language-processing graph-neural-networks hyperbolic-geometry machine-learning relational-graphs
Language:Python 20
gyrospd
fedelopez77 / gyrospd
GyroSPD: Vector-valued Distance and Gyrocalculus on the Space of Symmetric Positive Definite Matrices
graph-embeddings graphs spd hyperbolic-geometry geometric-deep-learning gyrocalculus pytorch knowledge-graph
Language:Python 16
IngInx747 / hyperbolic-ricci-flow
Conformal Geometry Stonybrook 2020 final project
ricci-flow hyperbolic-embeddings hyperbolic-tessellations hyperbolic-geometry hyperbolic-ricci-flow conformal-geometry canonical-fundamental-domain
Language:C++ 16
AlexPof / PoincareKMeans
K-Means algorithm in the Poincare Disk Model
poincare-embeddings hyperbolic-geometry k-means kmeans clustering
Language:Python 13
mountain / hyperbolic-wythoff
draw the Wythoff construction of uniform tilings in hyperbolic plane
escher geometry hyperbolic-geometry math tilling
Language:Python 13
pavelzw / 7circles
The Seven Circles Theorem made with manim
manim geometry maths video animation hyperbolic-geometry
Language:Python 12
DavidMcDonald1993 / heat
Reference implementation of the HEAT algorithm described in https://link.springer.com/chapter/10.1007/978-3-030-62362-3_4
hyperbolic-geometry network-embedding
Language:Python 11
maxkatzmann / Hipe
A Python tool to visualize geometric shapes in the native representation of hyperbolic space.
hyperbolic-geometry python3
Language:Python 11
thupchnsky / PoincareLinearClassification
Official implementation of Highly Scalable and Provably Accurate Classification in Poincaré Balls (ICDM regular paper 2021)
machine-learning-algorithms hyperbolic-geometry linear-classification
Language:Python 8
BjoernLudwigPTB / tu_visualization
This repository holds the VEX code and the SideFX files written for the tutorials of the TU Berlin SS 2019 lectures for Visualization in Mathematics.
sidefx vex sidefx-houdini houdini visualization 3d-graphics 3d complex-numbers hyperbolic-geometry
Language:C++ 7
networkgeometry / d-mercator
Mulidimensional hyperbolic embeddings of real networks
complex-networks hyperbolic-geometry network-embedding
Language:C++ 7
lateral / crystal-ball
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.
geometry hyperbolic-geometry poincare-embeddings
Language:JavaScript 6
noamaig / hyperbolic_orbifolds
Implementation of the SIGGRAPH Asia 2016 paper, "Hyperbolic Orbifold Tutte Embeddings"
tutte-embedding hyperbolic orbifolds hyperbolic-tilings hyperbolic-geometry hyperbolic-orbifolds parameterization harmonic-maps bijection bijective-maps
Language:MATLAB 6
julian-8897 / hyperbolic_vae
Hyperbolic Variational Autoencoder
hyperbolic-geometry variational-autoencoder
Language:Python 5
PlusLabNLP / HyperExpan
[EMNLP'21 Findings] HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning
graph-neural-networks hyperbolic-embeddings hyperbolic-geometry information-extraction pytorch taxonomy-expansion dgl-graph
Language:Python 5
stla / PyHyperbolic3D
Python stuff for drawing 3D hyperbolic polyhedra.
hyperbolic-geometry mesh pyvista
Language:Python 5
Eloind / Hyperbolic-Geometry
Draw shapes in the Poincarè Disk, model of Hyperbolic Geometry.
hyperbolic-geometry poincare-disk python drawing
Language:Python 4
manpen / hypergen
Streaming Generator for Hyperbolic Graphs
graph-generator hyperbolic-geometry
Language:C++ 4
okkindel / Hyperbolic
Poincare disk model on HTML5 canvas. Engine ready for development. It allows you to draw polygons, rotate them, move them, it also has a built-in tessellation demo.
hyperbolic-geometry poincare-disk hyperbolic canvas
Language:TypeScript 4
Raffaelbdl / hyperbolic-nn-haiku
dm-haiku implementation of hyperbolic neural networks
dm-haiku hyperbolic-geometry jax neural-networks optax optimizers
Language:Python 4

hyperbolic-geometry

neozhaoliang / Hyperbolic-Honeycombs

TatsuyaShirakawa / poincare-embedding

marlin-codes / Awesome-Hyperbolic-Representation-and-Deep-Learning

drewwilimitis / hyperbolic-learning

emilemathieu / pvae

glouwa / d3-hypertree

theSage21 / lorentz-embeddings

FranxYao / PoincareProbe

ItsNickBarry / hyperbolic-canvas

qiangsiwei / poincare_embedding

nlpAThits / figet-hyperbolic-space

uhh-lt / Taxonomy_Refinement_Embeddings

kschwethelm / HyperbolicCV

LCS2-IIITD / Hyphen

rsonthal / TreeRep

AnoushkaVyas / GraphZoo

shaanchandra / SAFER

fedelopez77 / gyrospd

IngInx747 / hyperbolic-ricci-flow

AlexPof / PoincareKMeans

mountain / hyperbolic-wythoff

pavelzw / 7circles

DavidMcDonald1993 / heat

maxkatzmann / Hipe

thupchnsky / PoincareLinearClassification

BjoernLudwigPTB / tu_visualization

networkgeometry / d-mercator

lateral / crystal-ball

noamaig / hyperbolic_orbifolds

julian-8897 / hyperbolic_vae

PlusLabNLP / HyperExpan

stla / PyHyperbolic3D

Eloind / Hyperbolic-Geometry

manpen / hypergen

okkindel / Hyperbolic

Raffaelbdl / hyperbolic-nn-haiku