A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)
☆159May 10, 2024Updated 2 years ago
Alternatives and similar repositories for SGL
Users that are interested in SGL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture sear…☆67Nov 11, 2025Updated 11 months ago
- Code of GAMLP for Open Graph Benchmark. KDD‘22☆63Jun 25, 2022Updated 4 years ago
- Towards Generalized and Efficient Blackbox Optimization System/Package (KDD 2021 & JMLR 2024)☆448Mar 28, 2026Updated 6 months ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training.☆343Dec 13, 2025Updated 10 months ago
- Node Dependent Local Smoothing for Scalable Graph Learning (NeurIPS'21, Spotlight)☆22Mar 21, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆19Mar 21, 2022Updated 4 years ago
- An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture sear…☆61Jan 26, 2022Updated 4 years ago
- Generalized and Efficient Blackbox Optimization System.☆87Feb 21, 2023Updated 3 years ago
- A customized and efficient database tuning system [VLDB'22]☆37Sep 21, 2023Updated 3 years ago
- GNN in Recommendation System (ACM Computing Surveys 2022)☆83Jun 25, 2022Updated 4 years ago
- Efficient Hyper-parameter Tuning at Scale (VLDB'22)☆10Dec 1, 2021Updated 4 years ago
- Galvatron is an automatic distributed training system designed for Transformer models, including Large Language Models (LLMs). If you hav…☆25Oct 22, 2025Updated 11 months ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆129Dec 18, 2023Updated 2 years ago
- ☆18May 2, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆29Aug 14, 2024Updated 2 years ago
- A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?☆129Mar 7, 2023Updated 3 years ago
- ☆50Dec 12, 2024Updated last year
- The code for "SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization"☆15Mar 10, 2023Updated 3 years ago
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs☆106Mar 12, 2024Updated 2 years ago
- The official implementation for "Geometric Knowledge Distillation: Topology Compression for Graph Neural Networks" which is accepted to N…☆22May 7, 2024Updated 2 years ago
- Auto-GNAS is a general parallel graph neural architecture search framework for different tasks on graph datasets.☆34Aug 4, 2022Updated 4 years ago
- Mimic interview☆10Jun 26, 2020Updated 6 years ago
- [NeurIPS 2021] Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods☆129Jul 22, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆136Aug 14, 2023Updated 3 years ago
- The official SALIENT system described in the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and P…☆40Jun 28, 2023Updated 3 years ago
- DMALab's reading group slides and papers.☆16Jun 8, 2021Updated 5 years ago
- A Unified Python Library for Graph Prompting☆586Jun 2, 2026Updated 4 months ago
- The Implementation of "AutoNE: Hyperparameter Optimization for Massive Network Embedding"(KDD 2019)☆17Jul 6, 2023Updated 3 years ago
- ☆13Apr 3, 2024Updated 2 years ago
- KDD'22 ''Talent Demand-Supply Joint Prediction with Dynamic Heterogeneous Graph Enhanced Meta-Learning''☆14Feb 21, 2023Updated 3 years ago
- Scalable Graph Neural Networks for Heterogeneous Graphs☆73Nov 24, 2020Updated 5 years ago
- ☆11Oct 31, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆47Nov 27, 2024Updated last year
- A reading list for deep graph learning acceleration.☆254Jul 26, 2025Updated last year
- Code and resources on scalable and efficient Graph Neural Networks (TNNLS 2023)☆533Feb 4, 2023Updated 3 years ago
- MAXP 命题赛 任务一:基于DGL的图机器学习任务。队伍:Graph@ICT,🥉rank6。https://www.biendata.xyz/competition/maxp_dgl/☆30Jun 9, 2022Updated 4 years ago
- SysBench: Can Large Language Models Follow System Messages?☆41Sep 4, 2024Updated 2 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,726Feb 2, 2024Updated 2 years ago
- Code for SGDD☆26Oct 19, 2023Updated 2 years ago