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Contributing

This is a personal educational archive, but suggestions and fixes are welcome.

Guidelines

  • Keep examples self-contained and educational.
  • Prefer clean rewrites over raw pastes of old scripts.
  • Do not add examples that require API keys, credentials, or paid services to run.
  • New modules should include a main() entry point and if __name__ == "__main__" block.
  • Use optional dependency groups in pyproject.toml for heavy or specialized packages (e.g. arch, pyspark).

Running Locally

make install       # base dependencies
make install-all   # all optional extras
make check         # verify all files compile