haoqiwang97 / crash_python

crash_python

Report: https://github.com/haoqiwang97/crash_python/blob/main/report.pdf

- data/ # data files stored in box

# neural networks
- data.py # functions of propressing data
- evaluate.py # functions of evaluating models
- models.py # classes of models
- main.py # run models

# other visualizations
- compare_aadt.py # compare 2018 and 2019 aadt
- corr_severities.py # calculate correlations between severities
- geodata.py # experiment of pyrosm, not useful

# subproject 1 explorations
- 0explore.ipynb
- classifier_rf.ipynb
- random_forest.ipynb
- regressor_rf_feat_engineering.ipynb
- regressor_zero_inflated.ipynb