Releases: bfGraph/STGraph
v1.1.0
🌟 STGraph v1.1.0 Release
We’re excited to introduce version 1.1.0 of STGraph, featuring significant improvements in dataset loading, testing, and documentation. Below are the highlights
What's New
- 📦 Dataset loaders now categorized into submodules (dynamic, static, temporal) by @nithinmanoj10
- ⚡ Standardized graph data handling with caching for efficient processing by @nithinmanoj10
- 🧪 Comprehensive PyTest coverage for all dataset loaders by @nithinmanoj10
- 🧪 Scalable test scripts for GNN and TGNN layers across datasets by @nithinmanoj10
- 📝 Brand new Read-the-docs documentation page for STGraph with tutorials, installation guide and API docs by @nithinmanoj10
- 🧹 Ruff linter integrated; modules checked:
stgraph.dataset,stgraph.utilsby @nithinmanoj10
New Contributors
- @dependabot made their first contribution in #115
Special ❤️ to @JoelMathewC for reviewing the changes before finalizing the release
Release Discussion: Please head to the official v1.1.0 release notes discussion #143 to get a better idea about the new changes introduced
Full Changelog: v1.0.0...v1.1.0
Contributors
Assets 2
v1.0.0
🎉 STGraph Official v1 Release
Announcing the official v1 release of STGraph, built on top of Seastar. STGraph is streamlined to have more reliable dependencies and supports execution out of the box. Additionally, we introduce support for TGNNs by introducing integrations with dynamic graph data structures.
Noting the immense amount of support provided by @unnikrishnan-c and @KevinJudeConcessao in making these changes.
What's Changed
- 🔥 Removed DGL Hack dependency by @nithinmanoj10 and @JoelMathewC
- 🤖 Making Seastar Backend Agnostic by @nithinmanoj10 and @JoelMathewC
- ➕ Added TGCN support for static-temporal graphs by @nithinmanoj10 and @JoelMathewC
- ➕ Added TGCN support for DTDGs by @nithinmanoj10 and @JoelMathewC
- ✨ Integrated PCSR and GPMA with STGraph for DTDG support by @nithinmanoj10 and @JoelMathewC
- ⚡ Optimized PCSR and GPMA integrations in STGraph by @nithinmanoj10 and @JoelMathewC
- 🕐 Benchmarked STGraph on 5 static-temporal and 5 DTDGs by @nithinmanoj10 and @JoelMathewC
Full Changelog: https://github.com/bfGraph/STGraph/commits/v1.0.0
