User Guide¶
From installation to advanced usage — everything you need to compute topological descriptors for EHR data.
Note
TRAILED is under active development. The current release provides the foundational ECT implementation. Healthcare-specific extensions are in progress.
Getting Started¶
Installation
Install TRAILED and optional dependencies.
Quickstart
Compute your first topological descriptor in 5 minutes.
Programmatic API
Full control over direction sampling and resolution.
Configuration & Tuning¶
Intermediate
Direction sampling strategies and resolution tuning.
Advanced
Custom filtrations and differentiable workflows.
Production & Quality¶
Best Practices
Recommended parameter choices and performance tips.
Testing
Validate descriptor stability and reproducibility.