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Cherry's Projects

atise icon atise

The source code of ISWC2020 paper "Temporal Knowledge Graph completion based on time series Gaussian embedding " and COLING2020 paper "TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation "

chainknowledgegraph icon chainknowledgegraph

ChainKnowledgeGraph, 产业链知识图谱包括A股上市公司、行业和产品共3类实体，包括上市公司所属行业关系、行业上级关系、产品上游原材料关系、产品下游产品关系、公司主营产品、产品小类共6大类。 上市公司4,654家，行业511个，产品95,559条、上游材料56,824条，上级行业480条，下游产品390条，产品小类52,937条，所属行业3,946条。

conmask icon conmask

ConMask model described in paper Open-world Knowledge Graph Completion.

connecte icon connecte

This contains the source code of Paper "Connecting Embeddings for Knowledge Graph Entity Typing", which is accepted in ACL 2020.

conve icon conve

Convolutional 2D Knowledge Graph Embeddings resources

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dgl-ke icon dgl-ke

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

dynamic-kg icon dynamic-kg

Dynamic (Temporal) Knowledge Graph Completion (Reasoning)

gatne icon gatne

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

hgnn icon hgnn

Hypergraph Neural Networks (AAAI 2019)

kepler icon kepler

Source code for TACL paper "KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation".

kge icon kge

Some papers on Knowledge Graph Embedding(KGE)

kge-hake icon kge-hake

The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie Wang. AAAI 2020.

kr-ear icon kr-ear

Knowledge Representation Learning with Entities, Attributes and Relations

krlpapers icon krlpapers

Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)

machine-learning icon machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

ml-visuals icon ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

mmkb icon mmkb

Several data modalities for KBs (visual, numerical, temporal, etc.)

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