Notebooks

get_weather.ipynb - this notebook pulls weather data for all stations in Utah with coverage over 2010-2018 and writes to a CSV file. utah_stations.csv is intended to create Voronoi Poygons to intersect with the road layer to assign a station to a road segment. Weather will be joined by stationid
prepare_tset.ipynb - this notebook prepares and trains the xgboost model. It's a work in progress. WHen it's done it'll prep a training set file (maybe in libsvm format) that can be used with any classifier.

Name		Name	Last commit message	Last commit date
Latest commit History 26 Commits
.gitignore		.gitignore
README.md		README.md
convert_collisions_csv.ipynb		convert_collisions_csv.ipynb
get_weather.ipynb		get_weather.ipynb
isd-history.csv		isd-history.csv
join_weather_data.ipynb		join_weather_data.ipynb
plot_results.ipynb		plot_results.ipynb
plot_results_test.ipynb		plot_results_test.ipynb
prep_static_features.ipynb		prep_static_features.ipynb
prepare_training_data.ipynb		prepare_training_data.ipynb
prepare_tset.ipynb		prepare_tset.ipynb
train_model.ipynb		train_model.ipynb
train_model_neural_net.ipynb		train_model_neural_net.ipynb
utah_eda.ipynb		utah_eda.ipynb
utah_stations.csv		utah_stations.csv

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