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fdS's Projects

alil icon alil

Learning active learning policy with deep imitation learning

alil-1 icon alil-1

Code for ACL2018 paper "Learn How to Actively Learn: An Imitation Learning Approach"

alink icon alink

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

alipy icon alipy

ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.

alocc-cvpr2018 icon alocc-cvpr2018

Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC)

alwr icon alwr

Active Learning with Rationales

am-gcn icon am-gcn

AM-GCN: Adaptive Multi-channel Graph Convolutional Networks

an2vec icon an2vec

Bringing node2vec and word2vec together for cool stuff

anrl icon anrl

ANRL: Attributed Network Representation Learning via Deep Neural Networks

ap-gcn icon ap-gcn

Adaptive Propagation Graph Convolutional Network

apne icon apne

Code of the paper "Enhancing Network Embedding with Auxiliary Information: An Explicit Matrix Factorization Perspective"

appnp icon appnp

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

arga icon arga

This is a TensorFlow implementation of the Adversarially Regularized Graph Autoencoder(ARGA) model as described in our paper: Pan, S., Hu, R., Long, G., Jiang, J., Yao, L., & Zhang, C. (2018). Adversarially Regularized Graph Autoencoder for Graph Embedding, [https://www.ijcai.org/proceedings/2018/0362.pdf].

arope icon arope

This is a sample implementation of "Arbitrary-Order Proximity Preserved Network Embedding"(KDD 2018).

asne icon asne

Tensorflow implementation of Attributed Social Network Embedding framework (ASNE)

asne-1 icon asne-1

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

aspem icon aspem

Code and data for paper AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks

aspl icon aspl

Active Self-Paced Learning for Cost-Effective and Progressive Face Identification

attentionwalk icon attentionwalk

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

autogl icon autogl

An autoML framework & toolkit for machine learning on graphs.

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