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57 changes: 29 additions & 28 deletions Chapter1_Introduction/Ch1_Introduction_PyMC_current.ipynb

Large diffs are not rendered by default.

17 changes: 11 additions & 6 deletions Chapter2_MorePyMC/Ch2_MorePyMC_PyMC_current.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -44,7 +44,7 @@
"import numpy as np\n",
"RANDOM_SEED = 8927\n",
"rng = np.random.default_rng(RANDOM_SEED)\n",
"# %config InlineBackend.figure_format = 'retina'\n",
"%config InlineBackend.figure_format = 'retina'\n",
"# the proper way to init the value is to use initval paramter\n",
"# The test_value is just for debug\n",
"# reference is at https://pytensor.readthedocs.io/en/latest/tutorial/debug_faq.html#using-test-values\n",
Expand Down Expand Up @@ -85,7 +85,7 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": 4,
"metadata": {
"collapsed": false,
"jupyter": {
Expand All @@ -100,13 +100,13 @@
" data_generator ~ Pois(poisson_param): None}"
]
},
"execution_count": 3,
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"model.initial_values"
"model.rvs_to_initial_values"
]
},
{
Expand Down Expand Up @@ -3429,7 +3429,7 @@
"kernelspec": {
"display_name": "pymc_env",
"language": "python",
"name": "pymc_env"
"name": "python3"
},
"language_info": {
"codemirror_mode": {
Expand All @@ -3441,7 +3441,12 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.4"
"version": "3.11.3"
},
"vscode": {
"interpreter": {
"hash": "288c7832cd38c8437973c90a1458b08141a62782cfe295110ff538f530ba3689"
}
}
},
"nbformat": 4,
Expand Down