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🎨 Update plots to arviz dependency instead of pymc3 dependency
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CloudChaoszero committed Jan 9, 2021
1 parent a0eec1e commit 4f9b687
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Showing 11 changed files with 1,035 additions and 1,061 deletions.

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6 changes: 3 additions & 3 deletions examples/generalized_linear_models/GLM-hierarchical.ipynb
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}
],
"source": [
"pm.traceplot(hierarchical_trace, var_names=[\"mu_a\", \"mu_b\", \"sigma_a\", \"sigma_b\", \"eps\"]);"
"az.plot_trace(hierarchical_trace, var_names=[\"mu_a\", \"mu_b\", \"sigma_a\", \"sigma_b\", \"eps\"]);"
]
},
{
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}
],
"source": [
"pm.traceplot(hierarchical_trace, var_names=[\"a\"], coords={\"a_dim_0\": range(5)});"
"az.plot_trace(hierarchical_trace, var_names=[\"a\"], coords={\"a_dim_0\": range(5)});"
]
},
{
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"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.7"
"version": "3.8.5"
},
"latex_envs": {
"bibliofile": "biblio.bib",
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89 changes: 48 additions & 41 deletions examples/generalized_linear_models/GLM-linear.ipynb

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145 changes: 81 additions & 64 deletions examples/generalized_linear_models/GLM-logistic.ipynb

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1,184 changes: 561 additions & 623 deletions examples/generalized_linear_models/GLM-model-selection.ipynb

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"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.3"
"version": "3.8.5"
}
},
"nbformat": 4,
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Expand Up @@ -1185,7 +1185,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.3"
"version": "3.8.5"
},
"latex_envs": {
"bibliofile": "biblio.bib",
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2 changes: 1 addition & 1 deletion examples/generalized_linear_models/GLM-robust.ipynb
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Expand Up @@ -410,7 +410,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.7"
"version": "3.8.5"
},
"latex_envs": {
"bibliofile": "biblio.bib",
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Expand Up @@ -576,7 +576,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.7"
"version": "3.8.5"
}
},
"nbformat": 4,
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2 changes: 1 addition & 1 deletion examples/generalized_linear_models/GLM.ipynb
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Expand Up @@ -1131,7 +1131,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.7"
"version": "3.8.5"
}
},
"nbformat": 4,
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