apethani21/aus-rain-prediction

Binary classification project on trying to predict whether or not it will rain the next day using weather features, for various locations across Australia.

Predicting if it will rain the next day

Data sources

• Combined data from:

  • https://www.kaggle.com/jsphyg/weather-dataset-rattle-package is the original raw dataset.
  • https://rdrr.io/cran/rattle.data/man/weatherAUS.html for extending the raw dataset.
  • https://www.latlong.net/category/cities-14-15.html for latitude and longitude data.

• Best results so far are achieved in deep_learning_with_linear_model_imputer.ipynb