PrivJail (Privacy Jail) enforces differential privacy in Python.

Warning: This project is in development and not recommended for production use.

Security and stability are not guaranteed, and breaking changes may occur. Use at your own risk.

To install PrivJail:

pip install privjail

To run a decision tree example:

cd examples/
./download_dataset_adult.bash
python decision_tree.py

This project is managed using uv.

Launch a REPL with PrivJail loaded:

uv run python

Test:

uv run pytest

Type check:

uv run mypy --strict src/ test/

This project is licensed under the Apache License 2.0 - see the LICENSE file for details.

Copyright 2025 TOYOTA MOTOR CORPORATION.