Available Methods#

hpiPy supports several methods for creating house price indices:

  1. Repeat Sales

    from hpipy.price_index import RepeatTransactionIndex
    hpi = RepeatTransactionIndex.create_index(...)
    
  2. Hedonic Pricing

    from hpipy.price_index import HedonicPriceIndex
    hpi = HedonicPriceIndex.create_index(...)
    
  3. Interpretable Random Forest

    from hpipy.extensions import RandomForestIndex
    hpi = RandomForestIndex.create_index(...)
    
  4. Bifurcated Neural Network

    from hpipy.extensions import NeuralNetworkIndex
    hpi = NeuralNetworkIndex.create_index(...)