Altoidnerd / alaskan_bird_populations

ML task in prediction of Alaskan bird populations based on weather.

Weather based prediction of the populations of the black-capped chickadee and bald eagle in alaska

The principle files are ipython workbooks:

data preparation

• ML/data_prep.ipynb
• ML/data_prep2.ipynb

models

• ML/chickadee_model.ipynb
• ML/bald_eagle_model.ipynb

other files

Other files present are primarily intermediate outputs I used while preparing the unstructured dataset.