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Added General Updates in data_container.ipynb file #151

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Merged
merged 6 commits into from
Dec 19, 2021
Merged

Added General Updates in data_container.ipynb file #151

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70b472c
Added General Updates
KavyaJaiswal May 2, 2021
8ccbc6d
Replaced np.random with rng
KavyaJaiswal May 5, 2021
d657e65
updated ArviZ related change of using plot_posterior
KavyaJaiswal May 6, 2021
dbc8107
update data container example
OriolAbril Dec 16, 2021
b1574c7
rebase, add cross-references and bibliography
OriolAbril Dec 16, 2021
78a3116
address review comments
OriolAbril Dec 19, 2021
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751 changes: 385 additions & 366 deletions examples/pymc3_howto/data_container.ipynb
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8 changes: 8 additions & 0 deletions examples/references.bib
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Original file line number Diff line number Diff line change
Expand Up @@ -142,6 +142,14 @@ @article{lewandowski2009generating
publisher={Elsevier}
}

@book{martin2018bayesian,
title={Bayesian analysis with Python: introduction to statistical modeling and probabilistic programming using PyMC3 and ArviZ},
author={Martin, Osvaldo},
year={2018},
publisher={Packt Publishing Ltd}
}


@book{mcelreath2018statistical,
title={Statistical rethinking: A Bayesian course with examples in R and Stan},
author={McElreath, Richard},
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5 changes: 3 additions & 2 deletions examples/variational_inference/bayesian_neural_network_advi.ipynb
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Expand Up @@ -4,6 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"(bayesian_neural_network_advi)=\n",
"# Variational Inference: Bayesian Neural Networks"
]
},
Expand Down Expand Up @@ -919,7 +920,7 @@
"metadata": {
"anaconda-cloud": {},
"kernelspec": {
"display_name": "Python 3",
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
Expand All @@ -933,7 +934,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.10"
"version": "3.9.7"
},
"latex_envs": {
"bibliofile": "biblio.bib",
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