h-n-song

ConEx

Convolutional Complex Knowledge Graph Embeddings

CPL

Collaborative Policy Learning for Open Knowledge Graph Reasoning (EMNLP 2019)

DeepPath

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

DPMPN

Dynamically Pruned Message Passing Networks

Fast-TransX

An Efficient implementation of TransE and its extended models for Knowledge Representation Learning

GAT

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

GNNPapers

Must-read papers on graph neural networks (GNN)

graphvite

GraphVite: A General and High-performance Graph Embedding System

KB2E

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

KnowledgeGraphEmbedding

h-n-song/Fast-TransX

An Efficient implementation of TransE and its extended models for Knowledge Representation Learning

h-n-song/ConEx

Convolutional Complex Knowledge Graph Embeddings

h-n-song/CPL

Collaborative Policy Learning for Open Knowledge Graph Reasoning (EMNLP 2019)

h-n-song/DeepPath

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

h-n-song/DPMPN

Dynamically Pruned Message Passing Networks

h-n-song/GAT

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

h-n-song/GNNPapers

Must-read papers on graph neural networks (GNN)

h-n-song/graphvite

GraphVite: A General and High-performance Graph Embedding System

h-n-song/KB2E

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

h-n-song/KnowledgeGraphEmbedding

h-n-song/KRLPapers

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

h-n-song/MINERVA

Meandering In Networks of Entities to Reach Verisimilar Answers

h-n-song/OpenKE

An Open-Source Package for Knowledge Embedding (KE)

h-n-song/Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

h-n-song/Relation_Extraction

Knowledge Base Embedding

h-n-song/RelationPrediction

Implementation of R-GCNs for Relational Link Prediction

h-n-song/Steganalysis

🦄Python 实现LSB算法进行信息隐藏 包含空域与变换域 JPEG信息隐藏算法 对PDF文件进行信息隐藏 基于卷积神经网络的隐写分析 Matlab SRM、SCA隐写分析

h-n-song/steganalysis_with_CNN_Yedroudj-Net

Steganalysis based deep learning

h-n-song/tutorials

机器学习相关教程