List of all outputs and utilities for DNV

Docs and outputs with Deven

1. DNV project in QGIS
2. Concordance indices for all 3 utilities done with LightGBM and XGBoost
3. LOE COE App
4. Percentage of pipe breaks for each utility for all materials

Docs and outputs with Vannary

1. Feature descriptions for all 3 utilities
2. Process flow diagrams for getting survival data (cleaning, processing pertaining to the pipe_breaks repo)
3. Process flow diagrams for finding flow paths
4. Creation of flow path word document (requires cleaning)
5. Break rate index for DNV for the year 2018 (for specific materials)
6. Statistical test for comparing distributions of materials for DNV across multiple years
7. Transfer learning for Paper 2 (trained model on DNV - used on other utilities) (just contains old results)