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ai_challenger_2018

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world. https://challenger.ai/

anchor

Code for "High-Precision Model-Agnostic Explanations" paper

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-interpretable-machine-learning

awesome-knowledge-graph

整理知识图谱相关学习资料

awesome-meta-learning

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

deeplearningbook-chinese

Deep Learning Book Chinese Translation

dpmpn

Dynamically Pruned Message Passing Networks

gcn

Implementation of Graph Convolutional Networks in TensorFlow

ggnn.pytorch

A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)

ggnn_reasoning

PyTorch implementation for Graph Gated Neural Network (for Knowledge Graphs)

gnnpapers

Must-read papers on graph neural networks (GNN)

graphsage-and-gat-for-link-prediction

GraphSAGE and GAT for link prediction.

hgnn

Hypergraph Neural Networks (AAAI 2019)

itere

Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning. (WWW'19)

kaggle-web-traffic

1st place solution

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.

knowledgegraphembedding

lstm-keras-cmapss

Using LSTM to predict Remaining Useful Life of CMAPSS Dataset

meta-learning-papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

miignn

neural_networks

Counter Propagation and Back Propagation (on TF)

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

relational-gcn

Keras-based implementation of Relational Graph Convolutional Networks

relationprediction

Implementation of R-GCNs for Relational Link Prediction

rgcn

Pytorch implemenation of a RGCN Link Prediction Model.

ruge

soft-decision-tree

pytorch implementation of "Distilling a Neural Network Into a Soft Decision Tree"