Setup

TRC Data Science Setup

1. Install VS Code
2. Install Anaconda or similar python environment
3. [optional] Install VS Code python extension
4. git clone https://github.com/simra/FRCModeling.git
5. Visit https://thebluealliance.com/account and create a Read API key, paste it into generate_training_data.py
6. Install packages using 'conda install ' or 'pip install '
   • urllib3
   • pandas
   • scikit-learn
   • jupyter
7. run 'python generate_training_data.py > train.txt' to download the match data. Match data will be saved in matches.pkl, the labels are saved in train.txt
8. run 'python partition_by_event.py' to split the training data into independent events - auburn, glacier peak, and the districts.
9. run 'jupyter notebook' to launch the notebook interface.