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awesome-dynamicgraphlearning

Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs). 将深度学习技术(图神经网络等)应用在动态图、动态网络、动态知识图谱上的论文、工具等。

correctandsmooth

covid-19-data

An ongoing repository of data on coronavirus cases and deaths in the U.S.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

deepspeedexamples

Example models using DeepSpeed

differential-dataflow

An implementation of differential dataflow using timely dataflow on Rust.

dynamic-graph-papers

动态图表示论文汇总

dynamic-kg

Dynamic (Temporal) Knowledge Graph Completion (Reasoning)

ebf_contribute_guide

如何参与野火项目（how to contribute）

elga

Elastic and Dynamic Scalable Graph Analysis

evolvegcn

Code for EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs

expressgnn

ghidra_9.0_public_20190228

ghidra_9.0_PUBLIC_20190228.zip (f8596fbfe6ac43593b7e0acb9bf916d35a45ea50) recursively expanded

gnn4traffic

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

gnnpapers

Must-read papers on graph neural networks (GNN)

gpt-gnn

Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"

gradoop

Distributed Graph Analytics with Apache Flink

graph-notebook

Library extending Jupyter notebooks to integrate with Apache TinkerPop and RDF SPARQL.

graphbolt

GraphBolt: Dependency-Driven Synchronous Processing of Streaming Graphs

graphit

GraphIt - A High-Performance Domain Specific Language for Graph Analytics

graphsaint

[ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive Learning Method).

iclr2021-openreviewdata

Crawl & visualize ICLR papers and reviews.

langchain-chatchat

Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain ｜ 基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答

multiscalesnapshots

Visual Analysis of Temporal Summaries in Dynamic Graphs (IEEE TVCG)

nous

NOUS: Construction, Querying and Reasoning with Knowledge Graphs

prefixspan-py

The shortest yet efficient Python implementation of the sequential pattern mining algorithm PrefixSpan, closed sequential pattern mining algorithm BIDE, and generator sequential pattern mining algorithm FEAT.

tdgraphembed

toys

Toy models, experiments and random notes on machine learning and deep learning.

transitiveclosure

tugraph-db