From Manual Steps to One Command: Automating and Verifying the PathWild Data Pipeline

In my previous post , I documented how I built a sophisticated absence generation system that transformed presence-only GPS collar data into balanced training datasets. The system successfully generated over 400,000 samples across multiple datasets using different strategies and parallel processing. But running the complete workflow—from raw GPS data to training-ready features—required executing…