Attention-Based Spatial Interpolation for House Price Prediction
- python 3.8.10
- tensorflow (>=2.5.0)
- Data: a numpy saved file (.npz) containing:
- data['dist_eucli']
- data['dist_geo']
- data['idx_eucli']
- data['idx_geo']
- data['X_train']
- data['X_test']
- data['y_train']
- data['y_test']
To install as a module:
$ conda create -n asi python=3.8.10
$ conda activate asi
$ git clone https://github.com/darniton/ASI
$ cd ASI
$ pip install -r requirements.txt
$ jupyter notebook
To replicate the experimental results:
- ./notebooks: One notebook for each dataset