🔥 Remove Warnings at beginning of notebooks

Author: CloudChaoszero

examples/diagnostics_and_criticism/Bayes_factor.ipynb

@@ -21,8 +21,6 @@
     }
    ],
    "source": [
-    "import warnings\n",
-    "\n",
     "import arviz as az\n",
     "import numpy as np\n",
     "import pymc3 as pm\n",
@@ -39,16 +37,6 @@
    "execution_count": 2,
    "metadata": {},
    "outputs": [],
-   "source": [
-    "warnings.filterwarnings(\"ignore\", category=FutureWarning)\n",
-    "warnings.filterwarnings(\"ignore\", category=UserWarning)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [],
    "source": [
     "az.style.use(\"arviz-darkgrid\")"
    ]
@@ -198,7 +186,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -227,7 +215,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -237,7 +225,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -271,7 +259,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
@@ -305,7 +293,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
@@ -341,7 +329,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -350,7 +338,7 @@
        "array([5., 5.])"
       ]
      },
-     "execution_count": 9,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -375,7 +363,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
@@ -384,7 +372,7 @@
        "([2, 2, 2], [2, 2, 2])"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 9,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -406,9 +394,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/CloudChaoszero/opt/anaconda3/envs/pymc3-dev-py38/lib/python3.8/site-packages/arviz/data/io_pymc3.py:88: FutureWarning: Using `from_pymc3` without the model will be deprecated in a future release. Not using the model will return less accurate and less useful results. Make sure you use the model argument or call from_pymc3 within a model context.\n",
+      "  warnings.warn(\n"
+     ]
+    },
     {
      "data": {
       "text/html": [
@@ -453,7 +449,7 @@
        "a   0.5  0.05     0.4     0.58"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 10,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -464,9 +460,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/CloudChaoszero/opt/anaconda3/envs/pymc3-dev-py38/lib/python3.8/site-packages/arviz/data/io_pymc3.py:88: FutureWarning: Using `from_pymc3` without the model will be deprecated in a future release. Not using the model will return less accurate and less useful results. Make sure you use the model argument or call from_pymc3 within a model context.\n",
+      "  warnings.warn(\n"
+     ]
+    },
     {
      "data": {
       "text/html": [
@@ -511,7 +515,7 @@
        "a   0.5  0.04    0.42     0.57"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 11,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -529,7 +533,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
@@ -538,7 +542,7 @@
        "<MultiTrace: 2 chains, 1000 iterations, 2 variables>"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 12,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -549,9 +553,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/CloudChaoszero/Documents/Projects-Dev/pymc3/pymc3/sampling.py:1687: UserWarning: samples parameter is smaller than nchains times ndraws, some draws and/or chains may not be represented in the returned posterior predictive sample\n",
+      "  warnings.warn(\n"
+     ]
+    },
     {
      "data": {
       "text/html": [
@@ -644,23 +656,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Last updated: Sat Feb 06 2021\n",
+      "Last updated: Sun Feb 07 2021\n",
       "\n",
       "Python implementation: CPython\n",
       "Python version       : 3.8.6\n",
       "IPython version      : 7.20.0\n",
       "\n",
+      "matplotlib: None\n",
       "numpy     : 1.20.0\n",
       "pymc3     : 3.11.0\n",
       "arviz     : 0.11.0\n",
-      "matplotlib: None\n",
       "\n",
       "Watermark: 2.1.0\n",
       "\n"
@@ -675,9 +687,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python PyMC3 (Dev)",
    "language": "python",
-   "name": "python3"
+   "name": "pymc3-dev-py38"
   },
   "language_info": {
    "codemirror_mode": {