# Package Info # Runtime Dependencies | Package | Version Constraint | Last Published | PyPI | |----|----|----|----| | `arviz` | `>=1.2.0` | 2026-06-12 |

| | `beartype` | `>=0.22` | 2025-12-13 |

| | `jaxtyping` | `>=0.3.11` | 2026-06-13 |

| | `matplotlib` | `<3.11,>=3.8` | 2026-07-18 |

| | `numpyro` | `>=0.20.0` | 2026-05-02 |

| # Optional Dependencies ## `all` | Package | Version Constraint | Last Published | PyPI | |----|----|----|----| | `numpyro_forecast` | -- | 2026-07-21 |

| ## `all_cuda` | Package | Version Constraint | Last Published | PyPI | |----|----|----|----| | `numpyro_forecast` | -- | 2026-07-21 |

| ## `blackjax` | Package | Version Constraint | Last Published | PyPI | |----|----|----|----| | `blackjax` | `<2,>=1.6` | 2026-07-16 |

| ## `cuda` | Package | Version Constraint | Last Published | PyPI | |----|----|----|----| | `jax` | -- | 2026-07-16 |

| ## `dataframes` | Package | Version Constraint | Last Published | PyPI | |----|----|----|----| | `pandas` | `>=2.2` | 2026-07-22 |

| | `polars` | `>=1.0` | 2026-07-27 |

| ## `dev` | Package | Version Constraint | Last Published | PyPI | |----|----|----|----| | `graphviz` | `>=0.20` | 2025-06-15 |

| | `ipykernel` | `>=6.29` | 2026-06-10 |

| | `jupytext` | `>=1.16` | 2026-07-21 |

| | `nbmake` | `>=1.5` | 2024-12-23 |

| | `prek` | `>=0.4.5` | 2026-07-24 |

| | `preliz` | `>=0.16` | 2026-07-07 |

| | `pytest-cov` | `>=5.0` | 2026-03-21 |

| | `pytest-split` | `>=0.10` | 2026-02-03 |

| | `pytest-xdist` | -- | 2025-07-01 |

| | `pytest` | `>=8.0` | 2026-06-19 |

| | `ruff` | `==0.16.0` | 2026-07-23 |

| | `ty` | `==0.0.63` | 2026-07-27 |

| | `optax` | `>=0.2` | 2026-03-20 |

| | `blackjax` | `<2,>=1.6` | 2026-07-16 |

| | `huggingface-hub` | `>=1.22.0` | 2026-07-27 |

| | `scikit-learn` | `>=1.6` | 2026-06-02 |

| ## `docs` | Package | Version Constraint | Last Published | PyPI | |----|----|----|----| | `great-docs` | `>=0.14` | 2026-07-27 |

| ## `optax` | Package | Version Constraint | Last Published | PyPI | |----|----|----|----| | `optax` | `>=0.2` | 2026-03-20 |

| # Summary - **Requires:** Python `>=3.12` - **Runtime Dependencies:** 5 - **Optional Dependencies:** 8 groups (21 unique packages) - **Total unique dependencies:** 26