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authortmartins <thigm85@gmail.com>2020-09-03 10:04:06 +0200
committertmartins <thigm85@gmail.com>2020-09-03 10:04:06 +0200
commit074437d2ab9398b22820f9f86e82f8fd81fcc8b3 (patch)
tree6b951cd2d9bdb11237d8bd10c527427f6989a0b0 /python
parentff35bc815f399ab787afbf9f6cbb19c38108cd85 (diff)
update howtos
Diffstat (limited to 'python')
-rw-r--r--python/vespa/docs/sphinx/source/collect-training-data.ipynb317
-rw-r--r--python/vespa/docs/sphinx/source/evaluation.ipynb75
-rw-r--r--python/vespa/docs/sphinx/source/index.rst10
3 files changed, 190 insertions, 212 deletions
diff --git a/python/vespa/docs/sphinx/source/collect-training-data.ipynb b/python/vespa/docs/sphinx/source/collect-training-data.ipynb
index 9bfe0eb02f6..1584b58e6b1 100644
--- a/python/vespa/docs/sphinx/source/collect-training-data.ipynb
+++ b/python/vespa/docs/sphinx/source/collect-training-data.ipynb
@@ -1,21 +1,10 @@
{
"cells": [
{
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "# hide\n",
- "%load_ext autoreload\n",
- "%autoreload 2"
- ]
- },
- {
"cell_type": "markdown",
"metadata": {},
"source": [
- "# Vespa - collect training data\n",
+ "# Collect training data from Vespa applications\n",
"\n",
"> Collect training data to analyse and/or improve ranking functions"
]
@@ -36,7 +25,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
@@ -58,7 +47,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
@@ -85,7 +74,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 3,
"metadata": {},
"outputs": [
{
@@ -148,11 +137,11 @@
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
- " <td>0.000000</td>\n",
- " <td>0.0</td>\n",
- " <td>0.000000</td>\n",
+ " <td>0.062500</td>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
+ " <td>0.142857</td>\n",
+ " <td>0.055357</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
@@ -173,11 +162,11 @@
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>1.000000</td>\n",
- " <td>1.0</td>\n",
" <td>1.000000</td>\n",
" <td>1.000000</td>\n",
" <td>1.000000</td>\n",
- " <td>56212</td>\n",
+ " <td>1.000000</td>\n",
+ " <td>213690</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
@@ -196,12 +185,12 @@
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
- " <td>0.187500</td>\n",
- " <td>0.5</td>\n",
- " <td>0.617188</td>\n",
- " <td>0.428571</td>\n",
- " <td>0.457087</td>\n",
- " <td>34026</td>\n",
+ " <td>0.285714</td>\n",
+ " <td>0.666667</td>\n",
+ " <td>0.739583</td>\n",
+ " <td>0.571429</td>\n",
+ " <td>0.587426</td>\n",
+ " <td>225739</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
@@ -220,11 +209,11 @@
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
+ " <td>0.142857</td>\n",
" <td>0.000000</td>\n",
- " <td>0.0</td>\n",
- " <td>0.000000</td>\n",
- " <td>0.000000</td>\n",
- " <td>0.000000</td>\n",
+ " <td>0.437500</td>\n",
+ " <td>0.142857</td>\n",
+ " <td>0.224554</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
@@ -245,11 +234,11 @@
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>1.000000</td>\n",
- " <td>1.0</td>\n",
" <td>1.000000</td>\n",
" <td>1.000000</td>\n",
" <td>1.000000</td>\n",
- " <td>56212</td>\n",
+ " <td>1.000000</td>\n",
+ " <td>213690</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
@@ -268,12 +257,12 @@
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
- " <td>0.187500</td>\n",
- " <td>0.5</td>\n",
- " <td>0.617188</td>\n",
- " <td>0.428571</td>\n",
- " <td>0.457087</td>\n",
- " <td>34026</td>\n",
+ " <td>0.285714</td>\n",
+ " <td>0.666667</td>\n",
+ " <td>0.739583</td>\n",
+ " <td>0.571429</td>\n",
+ " <td>0.587426</td>\n",
+ " <td>225739</td>\n",
" <td>0</td>\n",
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" </tr>\n",
@@ -292,11 +281,11 @@
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
- " <td>0.071429</td>\n",
- " <td>0.0</td>\n",
+ " <td>0.111111</td>\n",
+ " <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>0.083333</td>\n",
- " <td>0.039286</td>\n",
+ " <td>0.047222</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
@@ -317,11 +306,11 @@
" <td>0.0</td>\n",
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" <td>1.000000</td>\n",
- " <td>1.0</td>\n",
" <td>1.000000</td>\n",
" <td>1.000000</td>\n",
" <td>1.000000</td>\n",
- " <td>29774</td>\n",
+ " <td>1.000000</td>\n",
+ " <td>176163</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" </tr>\n",
@@ -340,12 +329,12 @@
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
- " <td>0.500000</td>\n",
- " <td>1.0</td>\n",
+ " <td>0.187500</td>\n",
+ " <td>1.000000</td>\n",
" <td>1.000000</td>\n",
- " <td>0.333333</td>\n",
- " <td>0.700000</td>\n",
- " <td>22787</td>\n",
+ " <td>0.250000</td>\n",
+ " <td>0.612500</td>\n",
+ " <td>13597</td>\n",
" <td>1</td>\n",
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" </tr>\n",
@@ -364,11 +353,11 @@
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
- " <td>0.058824</td>\n",
- " <td>0.0</td>\n",
+ " <td>0.083333</td>\n",
+ " <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>0.083333</td>\n",
- " <td>0.036765</td>\n",
+ " <td>0.041667</td>\n",
" <td>5</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
@@ -389,11 +378,11 @@
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>1.000000</td>\n",
- " <td>1.0</td>\n",
" <td>1.000000</td>\n",
" <td>1.000000</td>\n",
" <td>1.000000</td>\n",
- " <td>29774</td>\n",
+ " <td>1.000000</td>\n",
+ " <td>176163</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" </tr>\n",
@@ -412,12 +401,12 @@
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
- " <td>0.500000</td>\n",
- " <td>1.0</td>\n",
+ " <td>0.187500</td>\n",
" <td>1.000000</td>\n",
- " <td>0.333333</td>\n",
- " <td>0.700000</td>\n",
- " <td>22787</td>\n",
+ " <td>1.000000</td>\n",
+ " <td>0.250000</td>\n",
+ " <td>0.612500</td>\n",
+ " <td>13597</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" </tr>\n",
@@ -582,51 +571,51 @@
"11 0.0 0.0 \n",
"\n",
" textSimilarity(title).fieldCoverage textSimilarity(title).order \\\n",
- "0 0.000000 0.0 \n",
- "1 1.000000 1.0 \n",
- "2 0.187500 0.5 \n",
- "3 0.000000 0.0 \n",
- "4 1.000000 1.0 \n",
- "5 0.187500 0.5 \n",
- "6 0.071429 0.0 \n",
- "7 1.000000 1.0 \n",
- "8 0.500000 1.0 \n",
- "9 0.058824 0.0 \n",
- "10 1.000000 1.0 \n",
- "11 0.500000 1.0 \n",
+ "0 0.062500 0.000000 \n",
+ "1 1.000000 1.000000 \n",
+ "2 0.285714 0.666667 \n",
+ "3 0.142857 0.000000 \n",
+ "4 1.000000 1.000000 \n",
+ "5 0.285714 0.666667 \n",
+ "6 0.111111 0.000000 \n",
+ "7 1.000000 1.000000 \n",
+ "8 0.187500 1.000000 \n",
+ "9 0.083333 0.000000 \n",
+ "10 1.000000 1.000000 \n",
+ "11 0.187500 1.000000 \n",
"\n",
" textSimilarity(title).proximity textSimilarity(title).queryCoverage \\\n",
- "0 0.000000 0.000000 \n",
+ "0 0.000000 0.142857 \n",
"1 1.000000 1.000000 \n",
- "2 0.617188 0.428571 \n",
- "3 0.000000 0.000000 \n",
+ "2 0.739583 0.571429 \n",
+ "3 0.437500 0.142857 \n",
"4 1.000000 1.000000 \n",
- "5 0.617188 0.428571 \n",
+ "5 0.739583 0.571429 \n",
"6 0.000000 0.083333 \n",
"7 1.000000 1.000000 \n",
- "8 1.000000 0.333333 \n",
+ "8 1.000000 0.250000 \n",
"9 0.000000 0.083333 \n",
"10 1.000000 1.000000 \n",
- "11 1.000000 0.333333 \n",
+ "11 1.000000 0.250000 \n",
"\n",
" textSimilarity(title).score document_id query_id relevant \n",
- "0 0.000000 0 0 1 \n",
- "1 1.000000 56212 0 0 \n",
- "2 0.457087 34026 0 0 \n",
- "3 0.000000 3 0 1 \n",
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- "9 0.036765 5 1 1 \n",
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- "11 0.700000 22787 1 0 \n",
+ "0 0.055357 0 0 1 \n",
+ "1 1.000000 213690 0 0 \n",
+ "2 0.587426 225739 0 0 \n",
+ "3 0.224554 3 0 1 \n",
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+ "5 0.587426 225739 0 0 \n",
+ "6 0.047222 1 1 1 \n",
+ "7 1.000000 176163 1 0 \n",
+ "8 0.612500 13597 1 0 \n",
+ "9 0.041667 5 1 1 \n",
+ "10 1.000000 176163 1 0 \n",
+ "11 0.612500 13597 1 0 \n",
"\n",
"[12 rows x 984 columns]"
]
},
- "execution_count": null,
+ "execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
@@ -652,7 +641,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 4,
"metadata": {},
"outputs": [
{
@@ -715,11 +704,11 @@
" <td>...</td>\n",
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- " <td>0.428571</td>\n",
- " <td>0.457087</td>\n",
- " <td>34026</td>\n",
+ " <td>0.285714</td>\n",
+ " <td>0.666667</td>\n",
+ " <td>0.739583</td>\n",
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@@ -787,11 +776,11 @@
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@@ -835,12 +824,12 @@
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- " <td>0.428571</td>\n",
- " <td>0.457087</td>\n",
- " <td>34026</td>\n",
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+ " <td>0.666667</td>\n",
+ " <td>0.739583</td>\n",
+ " <td>0.571429</td>\n",
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+ " <td>225739</td>\n",
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@@ -859,11 +848,11 @@
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+ " <td>0.047222</td>\n",
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@@ -907,12 +896,12 @@
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- " <td>0.700000</td>\n",
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@@ -931,11 +920,11 @@
" <td>...</td>\n",
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- " <td>0.0</td>\n",
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+ " <td>0.000000</td>\n",
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- " <td>0.036765</td>\n",
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@@ -956,11 +945,11 @@
" <td>0.0</td>\n",
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@@ -979,12 +968,12 @@
" <td>...</td>\n",
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@@ -1149,51 +1138,51 @@
"11 0.0 0.0 \n",
"\n",
" textSimilarity(title).fieldCoverage textSimilarity(title).order \\\n",
- "0 0.000000 0.0 \n",
- "1 1.000000 1.0 \n",
- "2 0.187500 0.5 \n",
- "3 0.000000 0.0 \n",
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- "6 0.071429 0.0 \n",
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- "8 0.500000 1.0 \n",
- "9 0.058824 0.0 \n",
- "10 1.000000 1.0 \n",
- "11 0.500000 1.0 \n",
+ "0 0.062500 0.000000 \n",
+ "1 1.000000 1.000000 \n",
+ "2 0.285714 0.666667 \n",
+ "3 0.142857 0.000000 \n",
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+ "5 0.285714 0.666667 \n",
+ "6 0.111111 0.000000 \n",
+ "7 1.000000 1.000000 \n",
+ "8 0.187500 1.000000 \n",
+ "9 0.083333 0.000000 \n",
+ "10 1.000000 1.000000 \n",
+ "11 0.187500 1.000000 \n",
"\n",
" textSimilarity(title).proximity textSimilarity(title).queryCoverage \\\n",
- "0 0.000000 0.000000 \n",
+ "0 0.000000 0.142857 \n",
"1 1.000000 1.000000 \n",
- "2 0.617188 0.428571 \n",
- "3 0.000000 0.000000 \n",
+ "2 0.739583 0.571429 \n",
+ "3 0.437500 0.142857 \n",
"4 1.000000 1.000000 \n",
- "5 0.617188 0.428571 \n",
+ "5 0.739583 0.571429 \n",
"6 0.000000 0.083333 \n",
"7 1.000000 1.000000 \n",
- "8 1.000000 0.333333 \n",
+ "8 1.000000 0.250000 \n",
"9 0.000000 0.083333 \n",
"10 1.000000 1.000000 \n",
- "11 1.000000 0.333333 \n",
+ "11 1.000000 0.250000 \n",
"\n",
" textSimilarity(title).score document_id query_id relevant \n",
- "0 0.000000 0 0 1 \n",
- "1 1.000000 56212 0 0 \n",
- "2 0.457087 34026 0 0 \n",
- "3 0.000000 3 0 1 \n",
- "4 1.000000 56212 0 0 \n",
- "5 0.457087 34026 0 0 \n",
- "6 0.039286 1 1 1 \n",
- "7 1.000000 29774 1 0 \n",
- "8 0.700000 22787 1 0 \n",
- "9 0.036765 5 1 1 \n",
- "10 1.000000 29774 1 0 \n",
- "11 0.700000 22787 1 0 \n",
+ "0 0.055357 0 0 1 \n",
+ "1 1.000000 213690 0 0 \n",
+ "2 0.587426 225739 0 0 \n",
+ "3 0.224554 3 0 1 \n",
+ "4 1.000000 213690 0 0 \n",
+ "5 0.587426 225739 0 0 \n",
+ "6 0.047222 1 1 1 \n",
+ "7 1.000000 176163 1 0 \n",
+ "8 0.612500 13597 1 0 \n",
+ "9 0.041667 5 1 1 \n",
+ "10 1.000000 176163 1 0 \n",
+ "11 0.612500 13597 1 0 \n",
"\n",
"[12 rows x 984 columns]"
]
},
- "execution_count": null,
+ "execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
diff --git a/python/vespa/docs/sphinx/source/evaluation.ipynb b/python/vespa/docs/sphinx/source/evaluation.ipynb
index f5d8b8518f2..54026cd5544 100644
--- a/python/vespa/docs/sphinx/source/evaluation.ipynb
+++ b/python/vespa/docs/sphinx/source/evaluation.ipynb
@@ -1,21 +1,10 @@
{
"cells": [
{
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "# hide\n",
- "%load_ext autoreload\n",
- "%autoreload 2"
- ]
- },
- {
"cell_type": "markdown",
"metadata": {},
"source": [
- "# Vespa - Evaluate query models\n",
+ "# Evaluate query models\n",
"\n",
"> Define metrics and evaluate query models"
]
@@ -36,7 +25,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
@@ -58,7 +47,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
@@ -85,7 +74,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
@@ -103,7 +92,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 4,
"metadata": {},
"outputs": [
{
@@ -139,19 +128,19 @@
" <tr>\n",
" <th>0</th>\n",
" <td>0</td>\n",
- " <td>52526</td>\n",
- " <td>58692</td>\n",
- " <td>0.894943</td>\n",
- " <td>0</td>\n",
+ " <td>189800</td>\n",
+ " <td>233281</td>\n",
+ " <td>0.813611</td>\n",
+ " <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1</td>\n",
- " <td>54048</td>\n",
- " <td>58692</td>\n",
- " <td>0.920875</td>\n",
- " <td>0</td>\n",
+ " <td>207809</td>\n",
+ " <td>233281</td>\n",
+ " <td>0.890810</td>\n",
+ " <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
@@ -160,15 +149,15 @@
],
"text/plain": [
" query_id match_ratio_retrieved_docs match_ratio_docs_available \\\n",
- "0 0 52526 58692 \n",
- "1 1 54048 58692 \n",
+ "0 0 189800 233281 \n",
+ "1 1 207809 233281 \n",
"\n",
" match_ratio_value recall_10_value reciprocal_rank_10_value \n",
- "0 0.894943 0 0 \n",
- "1 0.920875 0 0 "
+ "0 0.813611 0.0 0 \n",
+ "1 0.890810 0.0 0 "
]
},
- "execution_count": null,
+ "execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
@@ -194,7 +183,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 5,
"metadata": {},
"outputs": [
{
@@ -230,19 +219,19 @@
" <tr>\n",
" <th>0</th>\n",
" <td>0</td>\n",
- " <td>52526</td>\n",
- " <td>58692</td>\n",
- " <td>0.894943</td>\n",
- " <td>0</td>\n",
+ " <td>189800</td>\n",
+ " <td>233281</td>\n",
+ " <td>0.813611</td>\n",
+ " <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1</td>\n",
- " <td>54048</td>\n",
- " <td>58692</td>\n",
- " <td>0.920875</td>\n",
- " <td>0</td>\n",
+ " <td>207809</td>\n",
+ " <td>233281</td>\n",
+ " <td>0.890810</td>\n",
+ " <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
@@ -251,15 +240,15 @@
],
"text/plain": [
" query_id match_ratio_retrieved_docs match_ratio_docs_available \\\n",
- "0 0 52526 58692 \n",
- "1 1 54048 58692 \n",
+ "0 0 189800 233281 \n",
+ "1 1 207809 233281 \n",
"\n",
" match_ratio_value recall_10_value reciprocal_rank_10_value \n",
- "0 0.894943 0 0 \n",
- "1 0.920875 0 0 "
+ "0 0.813611 0.0 0 \n",
+ "1 0.890810 0.0 0 "
]
},
- "execution_count": null,
+ "execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
diff --git a/python/vespa/docs/sphinx/source/index.rst b/python/vespa/docs/sphinx/source/index.rst
index 238abc0d8fe..caea22ee800 100644
--- a/python/vespa/docs/sphinx/source/index.rst
+++ b/python/vespa/docs/sphinx/source/index.rst
@@ -46,11 +46,11 @@ How-to guides
+++++++++++++
- :doc:`application-package`
-- :doc:`deploy-application`.
-- :doc:`query-model`.
-- :doc:`query`.
-- :doc:`Evaluate query models <evaluation>`.
-- :doc:`Collect training data from Vespa applications <collect-training-data>`.
+- :doc:`deploy-application`
+- :doc:`query-model`
+- :doc:`query`
+- :doc:`evaluation`
+- :doc:`collect-training-data`
Indices and tables
==================