Regression-based machine learning model to predict taxi availability by calling API from Singapore government's data portal. Documentation is available in the IPYNB files.
Source: https://data.gov.sg/dataset/taxi-availability
Python
Jupyter
pandas, requests, datetime, ast, matplotlib, seaborn, numpy, sklearn, math