ProCAST

A projection-based framework that adjusts any forecasts to satisfy coupled aggregate constraints.

Quick Start

Requires driver supports CUDA 13.0+, or you will have to edit pyproject.toml manually.

1. Install uv.
2. Update the project's environment.

   uv sync
   

3. Main Result (without BU, MinT):

   uv run nf_main.py
   

4. Main Result (BU, MinT):

   uv run hierarchical_main.py
   

Main Results

Datasets

Included in this repository.

.
├─datasets
│  ├─e-commerce
│  │  ├─category.json
│  │  └─data.csv
│  └─RH
│     └─data.pkl