xiongbo010 Goto Github PK

academic-kickstart

📝 Easily create a beautiful website using Academic, Hugo, and Netlify

author-disambiguation

awesome-geometric-embeddings

awesome-graph-neural-networks

Paper Lists for Graph Neural Networks

awesome-hyperbolic-graph-neural-network-papers

Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications

bive

Code for "Learning Representations of Bi-Level Knowledge Graphs for Reasoning beyond Link Prediction (AAAI 2023)"

boxel

Code for Faithful Embeddings for the Description Logic EL++ (ISWC'22)

cate

Category-theoretic representation of ALC theories

cheatsheets

Official Matplotlib cheat sheets

credit-card-score

基于Python的申请信用评分卡模型分析

deeplearningforknowledgegraphs

emelpp

EmEL++ is a geometric approach to generate embeddings for the description logic EL++

geoopt

Riemannian Adaptive Optimization Methods with pytorch optim

gnn-model-explainer

gnn explainer

hgcn

Hyperbolic Graph Convolutional Networks in PyTorch.

hmi

PyTorch implementation of Hyperbolic Embedding Inference for Structured Multi-Label Prediction (NeurIPS'22)

hpolib2

hyper_relational_ilp

Improving Inductive Link Prediction Using Hyper-Relational Facts

hyperbolic-learning

Implemented ML algorithms in hyperbolic geometry (MDS, K-Means, Support vector machines, etc.)

neste

PyTorch implementation of the paper "NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning" (AAAI'24)

overlaying-spaces-and-practical-applicability-of-complex-geometries

Official code and tex for "Overlaying Spaces and Practical Applicability of Complex Geometries" paper

per

Prioritized Experience Replay (PER) implementation in PyTorch

poincare-embeddings

PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"

poincarelinearclassification

Official implementation of Highly Scalable and Provably Accurate Classification in Poincaré Balls (ICDM regular paper 2021)

product_hgcn

adapted from Hyperbolic Graph Convolutional Networks in PyTorch https://github.com/HazyResearch/hgcn

pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings

pynolh

Constructs Nearly Orthogonal Latin Hypercube from a configuration vector

pytorch-beginner

pytorch tutorial for beginners

pytorch-mdn

Mixture Density Networks (MDN) implemented in PyTorch

pytorch-vae

A Variational Autoencoder (VAE) implemented in PyTorch