Binning example notebook (pymc-devs#229)

* create truncated regression example * delete truncated regression example from main branch * initial commit of binning example * fix math rendering issue * First cell now follows post cell directive * sphinx cross-reference * use xarray for scatter plots * xarray names dims for mean calculation * update to latest advise in style guide Co-authored-by: Benjamin T. Vincent <drbenvincent@users.noreply.github.com> Co-authored-by: Oriol (ZBook) <oriol.abril.pla@gmail.com>
martiningram · Nov 27, 2021 · fc0404f · fc0404f
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diff --git a/examples/case_studies/binning.ipynb b/examples/case_studies/binning.ipynb
diff --git a/examples/case_studies/gates.png b/examples/case_studies/gates.png
diff --git a/examples/case_studies/ordinal.png b/examples/case_studies/ordinal.png
diff --git a/examples/diagnostics_and_criticism/Diagnosing_biased_Inference_with_Divergences.ipynb b/examples/diagnostics_and_criticism/Diagnosing_biased_Inference_with_Divergences.ipynb
@@ -4,6 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
+    "(diagnosing_with_divergences)=\n",
     "# Diagnosing Biased Inference with Divergences"
    ]
   },

diff --git a/examples/table_of_contents_examples.js b/examples/table_of_contents_examples.js
@@ -9,6 +9,7 @@ Gallery.contents = {
     "case_studies/mediation_analysis": "Case Studies",
     "case_studies/bayesian_ab_testing": "Case Studies",
     "case_studies/item_response_nba": "Case Studies",
+    "case_studies/binning": "Case Studies",
     "diagnostics_and_criticism/Diagnosing_biased_Inference_with_Divergences": "Diagnostics and Model Criticism",
     "diagnostics_and_criticism/model_comparison": "Diagnostics and Model Criticism",
     "diagnostics_and_criticism/posterior_predictive": "Diagnostics and Model Criticism",