Open Source Projects
Central hub for all scientific source code, developer libraries, site models, and deployment configurations.
GitHub Organization
All our libraries, core engines, and mathematical validation codebases are hosted publically on GitHub. We support reproducible research and invite community review.
TDFM
Python reference implementation of the Text Density Functional Model for spatial content quality calculations.
SGF
Coming SoonSpectral Green Functions package for semantic graph mapping and coherence calculations on text hierarchies.
TDFM-SGF
Coming SoonHybrid architecture package combining density functional fields with spectral networks. Pre-release repository.
Open Source Roadmap
Our open source commitment involves releasing reference wrappers and model checkpoints as soon as they reach mathematical stability. Below are the upcoming code releases slated for late 2026:
- Q3 2026: Rust bindings for SGF graph calculations to allow sub-millisecond document layout coherence computations.
- Q4 2026: Pre-trained weights and training configurations for the hybrid TDFM-SGF model under MIT License.
Contributing
We welcome code modifications, bug reports, and research extensions. Please read our `CONTRIBUTING.md` guidelines in the respective repositories before opening pull requests.
Licensing
Our models (TDFM, SGF) are released under permissive MIT Licenses. The platform wrapper and UI dashboards are licensed under Apache License 2.0 to ensure community usage flexibility.