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Dec 27, 2023
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update TFP code #220

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503626e
update TFP code
aloctavodia Dec 27, 2023
c790157
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aloctavodia Dec 27, 2023
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16 changes: 1 addition & 15 deletions notebooks_updated/chp_01.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -7,23 +7,9 @@
"# Code 1: Bayesian Inference"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"```{admonition} This is a reference notebook for the book Bayesian Modeling and Computation in Python\n",
":class: tip, dropdown\n",
"The textbook is not needed to use or run this code, though the context and explanation is missing from this notebook.\n",
"\n",
"If you'd like a copy it's available\n",
"[from the CRC Press](https://www.routledge.com/Bayesian-Modeling-and-Computation-in-Python/Martin-Kumar-Lao/p/book/9780367894368)\n",
"or from [Amazon](https://www.routledge.com/Bayesian-Modeling-and-Computation-in-Python/Martin-Kumar-Lao/p/book/9780367894368).\n",
"``"
]
},
{
"cell_type": "code",
"execution_count": 1,
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
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10 changes: 0 additions & 10 deletions notebooks_updated/chp_01.md
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Original file line number Diff line number Diff line change
Expand Up @@ -15,16 +15,6 @@ jupyter:

# Code 1: Bayesian Inference


```{admonition} This is a reference notebook for the book Bayesian Modeling and Computation in Python
:class: tip, dropdown
The textbook is not needed to use or run this code, though the context and explanation is missing from this notebook.

If you'd like a copy it's available
[from the CRC Press](https://www.routledge.com/Bayesian-Modeling-and-Computation-in-Python/Martin-Kumar-Lao/p/book/9780367894368)
or from [Amazon](https://www.routledge.com/Bayesian-Modeling-and-Computation-in-Python/Martin-Kumar-Lao/p/book/9780367894368).
``

```python
%matplotlib inline
import arviz as az
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16 changes: 0 additions & 16 deletions notebooks_updated/chp_02.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -10,22 +10,6 @@
{
"cell_type": "markdown",
"metadata": {},
"source": [
"```{admonition} This is a reference notebook for the book Bayesian Modeling and Computation in Python\n",
":class: tip, dropdown\n",
"The textbook is not needed to use or run this code, though the context and explanation is missing from this notebook.\n",
"\n",
"If you'd like a copy it's available\n",
"[from the CRC Press](https://www.routledge.com/Bayesian-Modeling-and-Computation-in-Python/Martin-Kumar-Lao/p/book/9780367894368)\n",
"or from [Amazon](https://www.routledge.com/Bayesian-Modeling-and-Computation-in-Python/Martin-Kumar-Lao/p/book/9780367894368).\n",
"``"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline\n",
"import arviz as az\n",
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11 changes: 0 additions & 11 deletions notebooks_updated/chp_02.md
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Original file line number Diff line number Diff line change
Expand Up @@ -16,23 +16,12 @@ jupyter:
# Code 2: Exploratory Analysis of Bayesian Models


```{admonition} This is a reference notebook for the book Bayesian Modeling and Computation in Python
:class: tip, dropdown
The textbook is not needed to use or run this code, though the context and explanation is missing from this notebook.

If you'd like a copy it's available
[from the CRC Press](https://www.routledge.com/Bayesian-Modeling-and-Computation-in-Python/Martin-Kumar-Lao/p/book/9780367894368)
or from [Amazon](https://www.routledge.com/Bayesian-Modeling-and-Computation-in-Python/Martin-Kumar-Lao/p/book/9780367894368).
``

```python
%matplotlib inline
import arviz as az
import matplotlib.pyplot as plt
import numpy as np
import pymc as pm
from scipy import stats
```

```python
az.style.use("arviz-grayscale")
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842 changes: 533 additions & 309 deletions notebooks_updated/chp_03.ipynb
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