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Upgraded weibull-notebook to arviz 1.0 #845

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Upgraded weibull-notebook to arviz 1.0 #845

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12ead99
Upgraded weibull-notebook to arviz 1.0
nirdesho6o Feb 19, 2026
7038ee4
sync jupytext and fix metadata
nirdesho6o Feb 19, 2026
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268 changes: 130 additions & 138 deletions examples/survival_analysis/weibull_aft.ipynb
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12 changes: 6 additions & 6 deletions examples/survival_analysis/weibull_aft.myst.md
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Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,7 @@ jupytext:
format_name: myst
format_version: 0.13
kernelspec:
display_name: pymc
display_name: pymc_env
language: python
name: python3
myst:
Expand All @@ -24,7 +24,7 @@ myst:
:::

```{code-cell} ipython3
import arviz as az
import arviz.preview as az
import numpy as np
import pymc as pm
import pytensor.tensor as pt
Expand All @@ -48,7 +48,7 @@ np.random.seed(RANDOM_SEED)
# Set a seed for reproducibility of posterior results
seed: int = sum(map(ord, "aft_weibull"))
rng: np.random.Generator = np.random.default_rng(seed=seed)
az.style.use("arviz-darkgrid")
az.style.use("arviz-variat")
```

## Dataset
Expand Down Expand Up @@ -125,7 +125,7 @@ with model_1:
```

```{code-cell} ipython3
az.plot_trace(idata_param1, var_names=["alpha", "beta"])
az.plot_trace_dist(idata_param1, var_names=["alpha", "beta"])
```

```{code-cell} ipython3
Expand Down Expand Up @@ -155,7 +155,7 @@ with model_2:
```

```{code-cell} ipython3
az.plot_trace(idata_param2, var_names=["r", "beta"])
az.plot_trace_dist(idata_param2, var_names=["r", "beta"])
```

```{code-cell} ipython3
Expand Down Expand Up @@ -190,7 +190,7 @@ with model_3:
```

```{code-cell} ipython3
az.plot_trace(idata_param3)
az.plot_trace_dist(idata_param3)
```

```{code-cell} ipython3
Expand Down