Gentle Introduction to Geometric Graph Neural Networks

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com
geometric-deep-learning graph-neural-networks equivariance equivariant-networks geometric-graphs

InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured

  • geometric-gnn-dojo

    Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.

    • Geometric GNNs are an emerging class of GNNs for spatially embedded graphs in scientific and engineering applications, s.a. biomolecular structure, material science, and physical simulations. Notable examples include SchNet, DimeNet, Tensor Field Networks, and E(n) Equivariant GNNs.

    https://github.com/chaitjo/geometric-gnn-dojo/blob/main/geom...

    This notebook and repository aims to serve as a 'Geometric GNNs 101' introduction for newcomers.

    We walk through the basics of GNNs, Geometric Deep Learning, and the PyTorch Geometric library for implementing these concepts.

    Our goal is to help students understand how theory/equations connect to real code.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

Suggest a related project

Related posts

  • Please help I'm suffering | RuntimeError: mat1 and mat2 must have the same dtype

    1 project | /r/StableDiffusion | 5 Dec 2023

  • Looking for Point Cloud deep learning, training sources

    2 projects | /r/deeplearning | 13 Jul 2023

  • Why is the loss not decreasing with Pytorch Geometric GATv2Conv (and GATconv) ??

    1 project | /r/pytorch | 18 May 2023

  • MetaPath2Vec from Pytorch geometric with HeteroData Dataset

    1 project | /r/pytorch | 31 Mar 2023

  • [N] PyG 2.3.0 released: PyTorch 2.0 support, native sparse tensor support, explainability and accelerations

    1 project | /r/MachineLearning | 23 Mar 2023