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Samuel X. LIN Guo's Projects

gl-catmull-clark icon gl-catmull-clark

A javascript implementation of the Catmull-Clark subdivision surface algorithm

glumpy icon glumpy

Python+Numpy+OpenGL: fast, scalable and beautiful scientific visualization

gnn_community icon gnn_community

Implementation of the paper "Community Detection with Graph Neural Networks", by J. Bruna and L. Li

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

google_refexp_toolbox icon google_refexp_toolbox

The toolbox for the Google Refexp dataset proposed in this paper: http://arxiv.org/abs/1511.02283

gpclust icon gpclust

Clustering time series using Gaussian processes and Variational Bayes.

gpflow icon gpflow

Gaussian processes in tensorflow

gpytorch icon gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

gpytorchopt icon gpytorchopt

Work in progress repo for Bayesian Optimization using GPyTorch

grabcut icon grabcut

A MATLAB implementation of GrabCut (excluding border matting and user editing)

graph-cnn icon graph-cnn

Implementation of https://arxiv.org/abs/1703.00792.

graph2gauss icon graph2gauss

Gaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".

graph2seq icon graph2seq

Graph2Seq is a simple code for building a graph-encoder and sequence-decoder for NLP and other AI/ML/DL tasks.

graph2vec_tf icon graph2vec_tf

This repository contains the "tensorflow" implementation of our paper "graph2vec: Learning distributed representations of graphs".

graphgan icon graphgan

Implementation of GraphGAN in tensorflow

graphnn icon graphnn

Training computational graph on top of structured data (string, graph, etc)

graphsage icon graphsage

Representation learning on large graphs using stochastic graph convolutions.

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