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richard-he's Projects

autograd icon autograd

Efficiently computes derivatives of numpy code.

cbsh2 icon cbsh2

Improved Heuristics for Multi-Agent Path Finding with Conflict-Based Search

conference_call_for_paper icon conference_call_for_paper

2019-2020 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processing and Robotics

deep_gcns_torch icon deep_gcns_torch

Pytorch Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org

evolvegcn icon evolvegcn

Code for EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs

graphsaint icon graphsaint

[ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive Learning Method).

introrl icon introrl

Intro to Reinforcement Learning (强化学习纲要)

ladies icon ladies

Code for NeurIPS'19 "Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks"

minimalrl icon minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

myhw icon myhw

My HW OSLAB, use at your own risk

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