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Lin Xiangyu's Projects

capsnet-tensorflow icon capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

capsule-networks icon capsule-networks

A Tensorflow(v1.4) implementation of Capsule Networks (Dynamic Routing Between Capsules , https://arxiv.org/abs/1710.09829)

dgl icon dgl

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

graph_nets icon graph_nets

PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

openke icon openke

An Open-Source Package for Knowledge Embedding (KE)

owe icon owe

Pytorch code for An Open-World Extension to Knowledge Graph Completion Models (AAAI 2019)

pygat icon pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

relationprediction icon relationprediction

ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-transx icon tensorflow-transx

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

tensorflow_rlre icon tensorflow_rlre

Reinforcement Learning for Relation Classification from Noisy Data(TensorFlow)

trade-dst icon trade-dst

Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743

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