Sevalla is the PaaS you have been looking for! Advanced deployment pipelines, usage-based pricing, preview apps, templates, human support by developers, and much more! Learn more →
Top 10 Python geometric-deep-learning Projects
-
Project mention: PyG 2.0: Scalable Learning on Real World Graphs | news.ycombinator.com | 2025-08-16
-
Sevalla
Deploy and host your apps and databases, now with $50 credit! Sevalla is the PaaS you have been looking for! Advanced deployment pipelines, usage-based pricing, preview apps, templates, human support by developers, and much more!
-
deep_gcns_torch
Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org
-
-
-
gnn-lspe
Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022
-
-
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
-
InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
-
DeepInteract
A geometric deep learning framework (Geometric Transformers) for predicting protein interface contacts. (ICLR 2022)
-
-
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python geometric-deep-learning discussion
Python geometric-deep-learning related posts
-
PyG 2.0: Scalable Learning on Real World Graphs
-
PyTorch Geometric – Graph Neural Network Library for PyTorch
-
Please help I'm suffering | RuntimeError: mat1 and mat2 must have the same dtype
-
Looking for Point Cloud deep learning, training sources
-
Why is the loss not decreasing with Pytorch Geometric GATv2Conv (and GATconv) ??
-
MetaPath2Vec from Pytorch geometric with HeteroData Dataset
-
[N] PyG 2.3.0 released: PyTorch 2.0 support, native sparse tensor support, explainability and accelerations
-
A note from our sponsor - Sevalla
sevalla.com | 1 Sep 2025
Index
What are some of the best open-source geometric-deep-learning projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | pytorch_geometric | 22,808 |
| 2 | deep_gcns_torch | 1,170 |
| 3 | chemicalx | 741 |
| 4 | PyNeuraLogic | 294 |
| 5 | gnn-lspe | 263 |
| 6 | sgas | 164 |
| 7 | Graph-Convolution-on-Structured-Documents | 145 |
| 8 | DeepInteract | 64 |
| 9 | haiku-geometric | 33 |
| 10 | GraphMixerNetworks | 20 |
Sponsored
Deploy and host your apps and databases, now with $50 credit!
Sevalla is the PaaS you have been looking for! Advanced deployment pipelines, usage-based pricing, preview apps, templates, human support by developers, and much more!
sevalla.com