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covid-machine-learning

Machine Learning scripts for the COVID-19 bot, both sync and async.

Usage

Start by getting the latest CSV data from OWID and saving it as data_sources/all_data.csv

Now, call process_data.process_country, or process_country.process_world depending on your needs.

This makes a CSV file in data_sources/, with the ISO code or world prepended.

Call ml_models.models.predict_model with no args for the world, or with the ISO3 code for a country. This will return the prediction, tuned to be as accurate as possible.