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Samuel X. LIN Guo's Projects

graph_cnn icon graph_cnn

Supplementary code to "Convolutional Neural Networks Generalization Utilizing the Data Graph Structure"

graph_comb_opt icon graph_comb_opt

Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"

grnet icon grnet

GitHub repository for "Building Deep Networks on Grassmann Manifolds", AAAI 2018.

groupy icon groupy

Group Equivariant Convolutional Neural Networks

gslr icon gslr

An algorithm for classification from a graph-sparse support

gspbox icon gspbox

Graph Signal Processing in Matlab

gt-nlp-class icon gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

gvnn icon gvnn

gvnn: Geometric Vision with Neural Networks

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

hand3d icon hand3d

Network estimating 3D Handpose from single color images

hanlp icon hanlp

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 新词发现 短语提取 自动摘要 文本分类 拼音简繁

harmonic_interpolation icon harmonic_interpolation

Harmonic and biharmonic interpolation functions. Create surfaces from normals. Fill in holes in images.

harp icon harp

Code for the AAAI 2018 Paper "HARP: Hierarchical Representation Learning for Networks"

heatmap icon heatmap

High performance C heatmap generation library. Supposed to be wrapped by higher-level languages.

hfs icon hfs

HFS: Hierarchical Feature Selection for Efficient Image Segmentation

hierarchical-graph-based-video-segmentation icon hierarchical-graph-based-video-segmentation

Implementation of the hierarchical graph-based video segmentation algorithm proposed by Grundmann et al. [1] based on the image segmentation algorithm by Felzenswalb and Huttenlocher [2].

hips-lib icon hips-lib

Library of common tools for machine learning research.

hmm-python icon hmm-python

用python实现了隐马尔科夫模型的概率计算和预测部分,主要是前向后向算法和维特比算法

hole_fixer icon hole_fixer

Demo implementation of smoothly filling holes in 3D meshes using surface fairing

holedetection icon holedetection

HoleDetection, a program for detecting holes and computing their boundaries from the outer boundary detected Delaunay triangulation of a planar point set.

house3d icon house3d

a Realistic and Rich 3D Environment

hwwang55.github.io icon hwwang55.github.io

Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll

hypergan icon hypergan

A composable Generative Adversarial Network(GAN) with API and command line tool.

hypergrad icon hypergrad

Exploring differentiation with respect to hyperparameters

hyperlinkprediction icon hyperlinkprediction

Code for "M. Zhang, Z. Cui, S. Jiang, and Y. Chen, Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space, AAAI-2018".

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