Generate and Visualize Real Estate Recommendations

Let’s start with the end result - a map showing listing recommendations for different types of potential buyers:

Full-page map at: Puerto Rico Real Estate Recommender

The listings are recommended using a two-tower recommender system and ranked with a multi-layer perceptron implemented using the PyTorch deep learning framework.

Here I’ll describe in more detail how I built it! I’ll probably split this into several posts…