Group 22 Spring 26 Hackathon

Python Environment: conda create -n Hackathon2026 python=3.14 -y conda deactivate conda activate Hackathon2026

Then make sure that the interpreter is to Hackathon2026 -> conda CTRL+SHIFT+P -> Python: Select Interpreter

Project structure cornsight/ ├── data/ │ ├── raw/ # NAIP tiles, NASS CSV, NOAA weather │ ├── processed/ # Aligned, masked, normalized │ └── features/ # Feature matrices per state/date ├── notebooks/ │ ├── 01_data_prep.ipynb │ ├── 02_prithvi_features.ipynb │ ├── 03_train_forecast.ipynb │ └── 04_cone_uncertainty.ipynb ├── src/ │ ├── data_utils.py │ ├── prithvi_extractor.py │ ├── forecaster.py │ ├── analog_years.py │ └── visualize.py ├── outputs/ │ └── maps/, charts/, forecasts/ └── requirements.txt

Pip installs: conda install -c conda-forge geopandas rasterio shapely pyproj earthpy folium -y conda install -c conda-forge numpy pandas matplotlib seaborn tqdm scikit-learn xgboost -y pip install torch transformers huggingface_hub requests pip install awscli