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matrix-multiply/bloomington-tndp

Bloomington TRNDP Benchmark Bloomington, Indiana network, demand, and existing-route files used by AlphaTransit: Learning to Design City-scale Transit Routes. Files File Rows Description standard/bloomington_nodes_standard.csv 143 Node IDs and projected coordinates. standard/bloomington_links_standard.csv 243 Directed road links with length and free-flow speed. standard/bloomington_demand_standard.csv 5,737 Origin-destination demand table.… See the full description on the dataset page: https://huggingface.co/datasets/matrix-multiply/bloomington-tndp.

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Bloomington TRNDP Benchmark

Bloomington, Indiana network, demand, and existing-route files used by AlphaTransit: Learning to Design City-scale Transit Routes.

Files

FileRowsDescription
standard/bloomington_nodes_standard.csv143Node IDs and projected coordinates.
standard/bloomington_links_standard.csv243Directed road links with length and free-flow speed.
standard/bloomington_demand_standard.csv5,737Origin-destination demand table.
standard/bloomington_existing_routes.json16 routesBloomington Transit routes used as the real-world baseline.

Loading

python
from datasets import load_dataset

nodes = load_dataset("matrix-multiply/bloomington-tndp", "nodes", split="benchmark")
links = load_dataset("matrix-multiply/bloomington-tndp", "links", split="benchmark")
demand = load_dataset("matrix-multiply/bloomington-tndp", "demand", split="benchmark")
routes = load_dataset("matrix-multiply/bloomington-tndp", "existing_routes", split="benchmark")

Links

  • —Paper: https://huggingface.co/papers/2605.28730
  • —Code: https://github.com/poudel-bibek/AlphaTransit
  • —Checkpoints: https://huggingface.co/matrix-multiply/alphatransit-checkpoints
  • —Research preview: https://alphatransit.app/
  • —WandB report: https://api.wandb.ai/links/bibek-poudel/wa4zd1il