/RICH

This is the offical repository of RICH.

Primary LanguagePython

Where to Move Tells Where to Live: An In-Context Homestay Market Forecasting Framework with Human Mobility Embedding

This is an implementation of RICH: [Where to Move Tells Where to Live: An In-Context Homestay Market Forecasting Framework with Human Mobility Embedding].

Environment

  • Python 3.9.13
  • PyTorch 2.1.1+cu121
  • NumPy 1.26.2
  • scipy 1.7.3
  • sklearn

Dataset

Chicago data: ch_data

NewYork City data: ny_data

Train command

first unzip the dataset files in /ny_bnb/final_data
# Train with model
python train_session.py --{multiple settings}

Table 2 Results

# NewYork dataset
run NewYork_train.sh
# Chicago dataset
run Chicago_train.sh