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Tag pocalypse (pymc-devs#436)
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* aesara -> Aasara

* remove full "Bayesian additive regression trees" tag, leaving BART

* bayesian workflow -> Bayesian workflow

* remove truncation tag, leaving truncated

* remove gaussian processes, leaving gaussian process tag

* remove censoring, leaving censored

* remove predictions and prediction, leave posterior predictive

* removing hierarchical, leaving hierarchical model

* quasi experimental design -> quasi experiments

* remove multi level model tag

* remove pymc3 tags

* tag: pca -> PCA
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drbenvincent authored Oct 10, 2022
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24 changes: 13 additions & 11 deletions examples/case_studies/BART_introduction.ipynb

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16 changes: 8 additions & 8 deletions examples/case_studies/GEV.ipynb

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12 changes: 6 additions & 6 deletions examples/case_studies/factor_analysis.ipynb

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41 changes: 23 additions & 18 deletions examples/case_studies/putting_workflow.ipynb

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28 changes: 14 additions & 14 deletions examples/case_studies/rugby_analytics.ipynb

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10 changes: 5 additions & 5 deletions examples/causal_inference/regression_discontinuity.ipynb

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2 changes: 1 addition & 1 deletion examples/gaussian_processes/gaussian_process.ipynb
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"# Gaussian Processes using numpy kernel\n",
"\n",
":::{post} Jul 31, 2022\n",
":tags: gaussian processes, \n",
":tags: gaussian process, \n",
":category: advanced\n",
":author: Chris Fonnesbeck, Ana Rita Santos and Sandra Meneses\n",
":::"
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18 changes: 9 additions & 9 deletions examples/generalized_linear_models/GLM-simpsons-paradox.ipynb

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10 changes: 5 additions & 5 deletions examples/howto/data_container.ipynb

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2 changes: 1 addition & 1 deletion examples/howto/howto_debugging.ipynb
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"# How to debug a model\n",
"\n",
":::{post} August 2, 2022\n",
":tags: debugging, aesara\n",
":tags: debugging, Aesara\n",
":category: beginner\n",
":author: Thomas Wiecki, Igor Kuvychko\n",
":::"
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4 changes: 2 additions & 2 deletions examples/survival_analysis/censored_data.ipynb
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"# Censored Data Models\n",
"\n",
":::{post} May, 2022\n",
":tags: censoring, survival analysis \n",
":tags: censored, survival analysis \n",
":category: intermediate, how-to\n",
":author: Luis Mario Domenzain\n",
":::"
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"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.4"
"version": "3.10.6"
}
},
"nbformat": 4,
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4 changes: 2 additions & 2 deletions myst_nbs/case_studies/BART_introduction.myst.md
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format_version: 0.13
jupytext_version: 1.13.7
kernelspec:
display_name: Python 3 (ipykernel)
display_name: Python 3.10.6 ('pymc_env')
language: python
name: python3
---

(BART_introduction)=
# Bayesian Additive Regression Trees: Introduction
:::{post} Dec 21, 2021
:tags: BART, Bayesian additive regression trees, non-parametric, regression
:tags: BART, non-parametric, regression
:category: intermediate, explanation
:author: Osvaldo Martin
:::
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2 changes: 1 addition & 1 deletion myst_nbs/case_studies/GEV.myst.md
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# Generalized Extreme Value Distribution

:::{post} Sept 27, 2022
:tags: extreme, inference, prediction
:tags: extreme, inference, posterior predictive
:category: beginner
:author: Colin Caprani
:::
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# Factor analysis

:::{post} 19 Mar, 2022
:tags: factor analysis, matrix factorization, pca
:tags: factor analysis, matrix factorization, PCA
:category: advanced, how-to
:author: Chris Hartl, Christopher Krapu, Oriol Abril-Pla
:::
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4 changes: 2 additions & 2 deletions myst_nbs/case_studies/putting_workflow.myst.md
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format_version: 0.13
jupytext_version: 1.13.7
kernelspec:
display_name: Python 3 (ipykernel)
display_name: Python 3.10.6 ('pymc_env')
language: python
name: python3
substitutions:
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# Model building and expansion for golf putting

:::{post} Apr 2, 2022
:tags: bayesian workflow, model expansion, sports
:tags: Bayesian workflow, model expansion, sports
:category: intermediate, how-to
:author: Colin Carroll, Marco Gorelli, Oriol Abril-Pla
:::
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2 changes: 1 addition & 1 deletion myst_nbs/case_studies/rugby_analytics.myst.md
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# A Hierarchical model for Rugby prediction

:::{post} 19 Mar, 2022
:tags: hierarchical, sports
:tags: hierarchical model, sports
:category: intermediate, how-to
:author: Peadar Coyle, Meenal Jhajharia, Oriol Abril-Pla
:::
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2 changes: 1 addition & 1 deletion myst_nbs/causal_inference/regression_discontinuity.myst.md
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# Regression discontinuity design analysis

:::{post} April, 2022
:tags: regression, causal inference, quasi experimental design, counterfactuals
:tags: regression, causal inference, quasi experiments, counterfactuals
:category: beginner, explanation
:author: Benjamin T. Vincent
:::
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2 changes: 1 addition & 1 deletion myst_nbs/gaussian_processes/gaussian_process.myst.md
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# Gaussian Processes using numpy kernel

:::{post} Jul 31, 2022
:tags: gaussian processes,
:tags: gaussian process,
:category: advanced
:author: Chris Fonnesbeck, Ana Rita Santos and Sandra Meneses
:::
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# Simpson's paradox and mixed models

:::{post} March, 2022
:tags: regression, hierarchical model, linear model, multi level model, posterior predictive, Simpson's paradox
:tags: regression, hierarchical model, linear model, posterior predictive, Simpson's paradox
:category: beginner
:author: Benjamin T. Vincent
:::
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format_version: 0.13
jupytext_version: 1.13.7
kernelspec:
display_name: Python 3 (ipykernel)
display_name: Python 3.10.6 ('pymc_env')
language: python
name: python3
---
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# Bayesian regression with truncated or censored data

:::{post} September, 2022
:tags: censored, censoring, generalized linear model, regression, truncated, truncation
:tags: censored, generalized linear model, regression, truncated
:category: beginner
:author: Benjamin T. Vincent
:::
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2 changes: 1 addition & 1 deletion myst_nbs/howto/data_container.myst.md
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# Using shared variables (`Data` container adaptation)

:::{post} Dec 16, 2021
:tags: posterior predictive, predictions, shared data
:tags: posterior predictive, shared data
:category: beginner
:author: Juan Martin Loyola, Kavya Jaiswal, Oriol Abril
:::
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2 changes: 1 addition & 1 deletion myst_nbs/howto/howto_debugging.myst.md
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# How to debug a model

:::{post} August 2, 2022
:tags: debugging, aesara
:tags: debugging, Aesara
:category: beginner
:author: Thomas Wiecki, Igor Kuvychko
:::
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2 changes: 1 addition & 1 deletion myst_nbs/survival_analysis/censored_data.myst.md
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# Censored Data Models

:::{post} May, 2022
:tags: censoring, survival analysis
:tags: censored, survival analysis
:category: intermediate, how-to
:author: Luis Mario Domenzain
:::
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# GLM: Mini-batch ADVI on hierarchical regression model

:::{post} Sept 23, 2021
:tags: generalized linear model, hierarchical model, pymc3.Minibatch, pymc3.Model, pymc3.NUTS, pymc3.Normal, pymc3.Uniform, variational inference
:tags: generalized linear model, hierarchical model, variational inference
:category: intermediate
:::

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