geometric-deep-learning topic
EvoSkeleton
Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
deep-graph-matching-consensus
Implementation of "Deep Graph Matching Consensus" in PyTorch
graph-convnet-tsp
Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)
torch-quiver
PyTorch Library for Low-Latency, High-Throughput Graph Learning on GPUs.
gnn-lspe
Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022
sgas
SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas
DeeperGNN
Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]
pytorch_spline_conv
Implementation of the Spline-Based Convolution Operator of SplineCNN in PyTorch
Graph-Convolution-on-Structured-Documents
This repo contains code to convert Structured Documents to Graphs and implement a Graph Convolution Neural Network for node classification
Curvature-Learning-Framework
Curvlearn, a Tensorflow based non-Euclidean deep learning framework.