stmrdus Goto Github PK

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awesome-deep-graph-clustering

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

awesome-dynamicgraphlearning

Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).

awesome-explainable-reinforcement-learning

A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges

awesome-fl

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

awesome-knowledge-graph

A curated list of Knowledge Graph related learning materials, databases, tools and other resources

awesome-knowledge-graph-reasoning

AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets

awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

awesome-tkgc

build-knowledge-graphs-tutorial

Tutorial: Build a Knowledge Graph and apply KGE Techniques for Link Prediction

complex-network

Complex network research resources collation and basic knowledge learning - 复杂网络研究资源整理和基础知识学习

complex-networks-papers

"To explain all nature is too difficult a task for any one man or even for any one age."― Sir Isaac Newton

complexinteraction

CInteractE: Complex Convolution-based Knowledge Graph Embedding for Link Prediction

deeppath

code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"

dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

docker-pytorch

A Docker image for PyTorch

dynamic-graph-papers

Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph

graph-adversarial-learning-literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

graph_neural_network_learning

图神经网络(图卷积网络) 个人学习总结

kg-mm-survey

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

kgc-benchmark-datasets

Knowledge Graph Completion Benchmark Datasets

kge

Some papers on Knowledge Graph Embedding(KGE)

kglq

Some papers about Logical Query on Knowledge Graphs (KGLQ)

knightking

A general-purpose, distributed graph random walk engine.

knowledge-graph-completion-papers

"Reading, after a certain age, diverts the mind too much from its creative pursuits. Any man who reads too much and uses his own brain too little falls into lazy habits of thinking."― Albert Einstein

knowledge-graph-embedding

knowledge-graph-learning

A curated list of awesome knowledge graph tutorials, projects and communities.

knowledge-graph-publications

Top-level Conference Publications on Knowledge Graph

knowledge-graphs

A collection of research on knowledge graphs