DSC 510 Airbnb Price Prediction Project

Folders description

• Folder app contains the source code of the web application
• Folder data has the original dataset in a csv format
• Folder utils contains scripts used for data preprocessing and machine learning

Notebooks description

• File clustering.ipynb contains implementation of clustering
• File eda.ipynb contains EDA as well as generates train, test, and clustering datasets
• Files ml-ml2.ipynb contain our experiments with ML models. File ml.ipynb in particular has code for saving the models
• FIle models.ipynb contains evaluation of the best models for each algorithm