geometric-deep-learning topic

List geometric-deep-learning repositories
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EvoSkeleton

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Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"

graph-convnet-tsp

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Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)

torch-quiver

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PyTorch Library for Low-Latency, High-Throughput Graph Learning on GPUs.

gnn-lspe

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Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

sgas

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SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas

DeeperGNN

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Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]

pytorch_spline_conv

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Implementation of the Spline-Based Convolution Operator of SplineCNN in PyTorch

This repo contains code to convert Structured Documents to Graphs and implement a Graph Convolution Neural Network for node classification

Curvature-Learning-Framework

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Curvlearn, a Tensorflow based non-Euclidean deep learning framework.