Python environment

Recommended environment:

uv venv --python 3.12 .venv
source .venv/bin/activate
uv pip install \
  numpy pandas scipy matplotlib seaborn statsmodels scikit-learn \
  cmdstanpy arviz jax jaxlib blackjax oryx tensorflow-probability

CmdStan is already available on this machine at ~/.cmdstan/cmdstan-2.34.1; if not:

import cmdstanpy
cmdstanpy.install_cmdstan()

Project layout:

../ROS-Examples/: original upstream repository.
examples/*.qmd: one generated Python translation page per source .Rmd.
python/: reusable helpers for plotting, data loading, CmdStanPy, and BlackJAX inference loops.

# Python environment

Recommended environment:

```bash
uv venv --python 3.12 .venv
source .venv/bin/activate
uv pip install \
  numpy pandas scipy matplotlib seaborn statsmodels scikit-learn \
  cmdstanpy arviz jax jaxlib blackjax oryx tensorflow-probability
```

CmdStan is already available on this machine at `~/.cmdstan/cmdstan-2.34.1`; if not:

```python
import cmdstanpy
cmdstanpy.install_cmdstan()
```

Project layout:

- `../ROS-Examples/`: original upstream repository.
- `examples/*.qmd`: one generated Python translation page per source `.Rmd`.
- `python/`: reusable helpers for plotting, data loading, CmdStanPy, and BlackJAX inference loops.