25 Open source projects that are alternatives of or similar to hsn

Decomposed Optimization Time Integration (DOT) is a domain-decomposed optimization method for fast, reliable simulation of deformation dynamics. DOT efficiently converges with frame-rate time-steps across a wide range of extreme conditions.

A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.

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

Geometric Deep Learning for Flux

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

Graph-based machine learning for chemical property prediction

TypeDB-ML is the Machine Learning integrations library for TypeDB

Locally Private Graph Neural Networks (ACM CCS 2021)

Procedural 3D data generation pipeline for architecture

code to train a neural network to align pairs of shapes without needing ground truth warps for supervision

General Virtual Sketching Framework for Vector Line Art (SIGGRAPH 2021)

Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch

This is a implement of the Siggraph2017 paper: "Globally and Locally Consistent Image Completion"

MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.

🏭 Geometry Processing at LMU Munich

Hierarchical Optimization Time Integration (HOT) for efficient implicit timestepping of the material point method (MPM)

Palette-based Photo Recoloring, implementation of the approach of Huiwen Chang et al.

OpenISS -- a unified multimodal motion data delivery framework.

Making self-supervised learning work on molecules by using their 3D geometry to pre-train GNNs. Implemented in DGL and Pytorch Geometric.

Robust Coarse Curved TetMesh Generation

MGCN: Descriptor Learning using Multiscale GCNs (SIGGRAPH 2020)

StellarGraph - Machine Learning on Graphs

Graph Neural Network Library for PyTorch

Implementation of "Overlapping Community Detection with Graph Neural Networks"

A PyTorch and TorchDrug based deep learning library for drug pair scoring.