David_Chen's repositories
AI-research-tools
:hammer:AI 方向好用的科研工具
ASER_AMIE
A Python pipeline for using AMIE+ to mine logic rules and instantiate new facts.
CEN
This is the official code release of the following paper: Zixuan Li, Saiping Guan, Xiaolong Jin, Weihua Peng, Yajuan Lyu , Yong Zhu, Long Bai, Wei Li, Jiafeng Guo, Xueqi Cheng . Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning. ACL 2022.
CoMPILE_Inductive_Knowledge_Graph
Communicative Message Passing for Inductive Relation Reasoning（AAAI-2021）
decision-transformer
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
Deep-Learning-with-TensorFlow-book
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
deeplearning-models
A collection of various deep learning architectures, models, and tips
DKGE
This is the source code of DKGE.
dynamic-KG
Dynamic (Temporal) Knowledge Graph Completion (Reasoning)
grail
Inductive relation prediction by subgraph reasoning, ICML'20
HIP-network
The source code of HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph on IJCAI2021
IterE
Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning. (WWW'19)
KG-RuleGuider
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning (EMNLP 2020)
Knowledge-Graph-Publications
Top-level Conference Publications on Knowledge Graph
lihang-code
《统计学习方法》的代码实现
MAHAN_TCSS
Memory Augmented Hierarchical AttentionNetwork for Next POI Recommendation
MAR-BGCN_GPU_pytorch
implement the MAR-BGCN by pytorch with gpu
OpenKE
An Open-Source Package for Knowledge Embedding (KE)
Point-of-Interest-Recommendation
Next location prediction based on Theano
TeMP
Temporal Message Passing Network for Temporal Knowledge Graph Completion
zero_knowledge_graph
从零开始构建知识图谱