/eccc-hail-forecasting-project

Open-source ECCC repository for notebooks and documentations for the Hail Forecasting project by Hokyung (Andy) Lee.

Primary LanguageJupyter Notebook

Hail Forecasting Project

  • Repository for notebooks and documentations for the Hail Forecasting project by Hokyung (Andy) Lee.
  • All notebooks, datasets, and media are also stored at Hail Forecasting Google Drive.
  • If you do not have access to the folder, please send an email at techandy42@gmail.com or dominique.brunet@ec.gc.ca to gain access.

About

  • /datasets contains info about hail datasets.
  • /notebooks contains Colab notebooks for training XGBoost models and extracting/validating/filtering info from hail observation notes using LLMs.
  • /web_scrapped_images contains info about collected social media screenshots.
  • /web_scrapping_scripts contains Python script to screenshot social media links from hail observation notes.
  • /data_entry_scripts contains Python script to automatically submit Severe Weather Report Form.