Folder structure
- defensive_network/:
- assets/: All files that are not code, e.g. xT weights
- models/: All analytics models such as expected threat, expected receiver, involvement, tracking-event synchronization, formations, ...
- parse/: To access data.
- tests/: Tests to ensure reliability of the code (use pytest to run)
- utility/: Various helper functions.
- old/: Old files we don't need anymore (but keep them just in case)
- scripts/: Various Streamlit dashboards and Python scripts to analyse the data
- secrets/: Token etc. for accessing Google Drive
Installation
- Clone the repository:
git clone https://github.com/jonas-bischofberger/defensive-network
cd defensive-network
- Create and activate a virtual environment (optional but recommended):
python -m venv venv
source venv/bin/activate # On Windows use `venv\Scripts\activate`
- Install the required packages:
pip install -r requirements.txt
- Run some analysis script!
streamlit run scripts/explore/Explore_defensive_network.py
streamlit run scripts/xt_statsbomb_correlation.py
streamlit run scripts/responsibility_and_google_drive.py
1 maintainer
Metadata
1 maintainer
Release files for defensive-network 0.0.8
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Total release size: 338.6 kB
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