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66 changes: 33 additions & 33 deletions docs/source/notebooks/AR.ipynb

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315 changes: 237 additions & 78 deletions docs/source/notebooks/BEST.ipynb

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74 changes: 58 additions & 16 deletions docs/source/notebooks/Bayes_factor.ipynb

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62 changes: 45 additions & 17 deletions docs/source/notebooks/DEMetropolisZ_EfficiencyComparison.ipynb
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Expand Up @@ -21,16 +21,29 @@
"metadata": {},
"outputs": [],
"source": [
"import arviz as az\n",
"import fastprogress\n",
"import ipywidgets\n",
"import numpy as np\n",
"import pandas as pd\n",
"from matplotlib import pyplot as plt\n",
"from matplotlib import cm\n",
"import pathlib\n",
"import ipywidgets\n",
"import time\n",
"import fastprogress\n",
"import pymc3 as pm\n",
"import arviz as az"
"import time\n",
"\n",
"from matplotlib import pyplot as plt\n",
"from matplotlib import cm\n",
"\n",
"print('Running on PyMC3 v{}'.format(pm.__version__))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"%config InlineBackend.figure_format = 'retina'\n",
"az.style.use('arviz-darkgrid')"
]
},
{
Expand Down Expand Up @@ -513,9 +526,7 @@
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"scrolled": false
},
"metadata": {},
"outputs": [
{
"data": {
Expand Down Expand Up @@ -1298,9 +1309,7 @@
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"scrolled": false
},
"metadata": {},
"outputs": [
{
"data": {
Expand Down Expand Up @@ -1406,10 +1415,29 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 25,
"metadata": {},
"outputs": [],
"source": []
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"arviz 0.8.3\n",
"pymc3 3.8\n",
"pandas 1.0.3\n",
"numpy 1.18.1\n",
"last updated: Wed Jun 10 2020 \n",
"\n",
"CPython 3.6.10\n",
"IPython 7.13.0\n",
"watermark 2.0.2\n"
]
}
],
"source": [
"%load_ext watermark\n",
"%watermark -n -u -v -iv -w"
]
}
],
"metadata": {
Expand All @@ -1428,7 +1456,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.9"
"version": "3.8.2"
},
"widgets": {
"application/vnd.jupyter.widget-state+json": {
Expand Down Expand Up @@ -2455,5 +2483,5 @@
}
},
"nbformat": 4,
"nbformat_minor": 2
"nbformat_minor": 4
}
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