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dirty-cat-ci committed Jan 24, 2024
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2 changes: 1 addition & 1 deletion dev/.buildinfo
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@@ -1,4 +1,4 @@
# Sphinx build info version 1
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
config: a92bca774470079cb82aaf8a5a866351
config: f2fe9855c5f2e69b7bcc52ee25a9abee
tags: 645f666f9bcd5a90fca523b33c5a78b7
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77 changes: 39 additions & 38 deletions dev/_sources/auto_examples/01_encodings.rst.txt
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Expand Up @@ -847,42 +847,43 @@ corresponding columns:
.. code-block:: none
array(['administration, administrative, battalion',
'services, highway, service', 'station, state, estate',
'patrol, 5th, 6th', 'investigative, investigations, criminal',
'toddlers, custody, members', 'nicholson, transit, taxicab',
'management, mangement, budget', 'rockville, twinbrook, downtown',
'traffic, safety, alcohol', 'eligibility, assistance, assisted',
'personnel, family, crisis', 'supports, support, sports',
'behavioral, health, school', 'delivery, operations, emergency',
'gaithersburg, the, clarksburg',
'maintenance, facilities, finance',
'technology, systems, information', 'district, squad, 3rd',
'programs, program, accounts', 'processing, building, structural',
'division, animal, virtual', 'welfare, children, childhood',
'warehouse, liquor, labor', 'duplicating, regulation, educational',
'director, training, recruit',
'inspections, special, communications', 'silver, spring, urban',
'development, automotive, equipment', 'security, mc311, mccf',
'supervisor, supervisory, mcfrs', 'sergeant, cadet, emergency',
'correctional, correction, corporal', 'operator, bus, operations',
'officer, office, police', 'specialist, special, financial',
'firefighter, rescuer, rescue', 'lieutenant, captain, chief',
'warehouse, welfare, caseworker',
'enforcement, inspector, abandoned', 'community, health, nurse',
'coordinator, coordinating, services', 'manager, engineer, iii',
'information, technology, technologist',
'purchasing, crossing, parking', 'technician, mechanic, supply',
'school, room, behavioral', 'legislative, principal, executive',
'assistance, income, client', 'sheriff, telephone, deputy',
'equipment, investment, investigator',
'therapist, administrator, estate',
'environmental, analyst, budget', 'accountant, assistant, library',
'program, programs, projects', 'recruit, crew, recreation',
'liquor, clerk, store',
'communications, telecommunications, safety',
'planning, permitting, resources', 'master, registered, meter'],
dtype=object)
array(['district, patrol, squad', 'rockville, twinbrook, library',
'station, state, estate', 'welfare, children, child',
'nicholson, transit, taxicab', 'silver, spring, urban',
'special, commercial, mechanical', 'security, mc311, mccf',
'fleet, adult, ombudsman',
'investigative, investigations, criminal',
'behavioral, health, school', 'services, highway, service',
'supports, support, network', 'management, mangement, engineering',
'custody, mcdc, muddy', 'traffic, safety, alcohol',
'building, structural, design', 'technology, systems, telephone',
'family, animal, major', 'gaithersburg, the, clarksburg',
'communications, communication, division',
'transport, transportation, section',
'accounts, programs, council',
'administrative, administration, battalion',
'warehouse, delivery, liquor',
'development, automotive, equipment',
'eligibility, assistance, medical', 'training, planning, recruit',
'emergency, commuter, centers', 'maintenance, facilities, finance',
'sergeant, cadet, police', 'accountant, attorney, attendant',
'firefighter, rescuer, recruit', 'manager, budget, management',
'officer, office, police', 'assistance, assistant, income',
'equipment, apprentice, facilities',
'telecommunications, communications, safety',
'administrative, legislative, principal',
'specialist, special, environmental', 'operator, bus, operations',
'correctional, correction, regional',
'technician, mechanic, electrician', 'candidate, sheriff, deputy',
'corporal, erp, behavioral', 'librarian, library, associate',
'coordinator, services, service', 'crossing, purchasing, planning',
'information, technology, senior',
'enforcement, permitting, inspector', 'school, health, room',
'lieutenant, captain, chief', 'master, registered, meter',
'community, nurse, unit', 'recreation, renovation, resource',
'liquor, clerk, store', 'craftsworker, worker, social',
'warehouse, welfare, caseworker', 'program, programs, property',
'supervisory, supervisor, therapist'], dtype=object)
Expand Down Expand Up @@ -964,7 +965,7 @@ Let's look at the cross-validated R2 score of our model:

.. code-block:: none
R2 score: mean: 0.921; std: 0.012
R2 score: mean: 0.921; std: 0.015
Expand Down Expand Up @@ -1504,7 +1505,7 @@ to plot the feature importances.

.. rst-class:: sphx-glr-timing

**Total running time of the script:** (1 minutes 10.985 seconds)
**Total running time of the script:** (1 minutes 8.838 seconds)


.. _sphx_glr_download_auto_examples_01_encodings.py:
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2 changes: 1 addition & 1 deletion dev/_sources/auto_examples/02_feature_interpretation_with_gapencoder.rst.txt
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Expand Up @@ -504,7 +504,7 @@ as a set of latent topics.

.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 1.853 seconds)
**Total running time of the script:** (0 minutes 1.586 seconds)


.. _sphx_glr_download_auto_examples_02_feature_interpretation_with_gapencoder.py:
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2 changes: 1 addition & 1 deletion dev/_sources/auto_examples/03_datetime_encoder.rst.txt
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Expand Up @@ -610,7 +610,7 @@ and transforms datetime columns by default.

.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 4.591 seconds)
**Total running time of the script:** (0 minutes 3.990 seconds)


.. _sphx_glr_download_auto_examples_03_datetime_encoder.py:
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2 changes: 1 addition & 1 deletion dev/_sources/auto_examples/04_fuzzy_joining.rst.txt
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Expand Up @@ -1711,7 +1711,7 @@ introduced into a grid search:
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 22.339 seconds)
**Total running time of the script:** (0 minutes 18.546 seconds)


.. _sphx_glr_download_auto_examples_04_fuzzy_joining.py:
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2 changes: 1 addition & 1 deletion dev/_sources/auto_examples/05_deduplication.rst.txt
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Expand Up @@ -335,7 +335,7 @@ or |MinHash|.

.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 5.496 seconds)
**Total running time of the script:** (0 minutes 4.791 seconds)


.. _sphx_glr_download_auto_examples_05_deduplication.py:
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4 changes: 2 additions & 2 deletions dev/_sources/auto_examples/06_ken_embeddings.rst.txt
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Expand Up @@ -305,7 +305,7 @@ We will start by checking out the available tables with
.. code-block:: none
{'movies', 'companies', 'albums', 'games', 'schools', 'all_entities'}
{'schools', 'companies', 'movies', 'games', 'albums', 'all_entities'}
Expand Down Expand Up @@ -857,7 +857,7 @@ It helped significantly improve the prediction score.

.. rst-class:: sphx-glr-timing

**Total running time of the script:** (10 minutes 43.189 seconds)
**Total running time of the script:** (11 minutes 20.472 seconds)


.. _sphx_glr_download_auto_examples_06_ken_embeddings.py:
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4 changes: 2 additions & 2 deletions dev/_sources/auto_examples/07_multiple_key_join.rst.txt
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Expand Up @@ -1226,7 +1226,7 @@ The results:
/home/circleci/project/miniconda/envs/testenv/lib/python3.10/site-packages/sklearn/preprocessing/_encoders.py:241: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros
warnings.warn(
0.5848500000000001
0.5878
Expand All @@ -1244,7 +1244,7 @@ Our final cross-validated accuracy score is 0.58.

.. rst-class:: sphx-glr-timing

**Total running time of the script:** (10 minutes 34.959 seconds)
**Total running time of the script:** (11 minutes 35.027 seconds)


.. _sphx_glr_download_auto_examples_07_multiple_key_join.py:
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112 changes: 56 additions & 56 deletions dev/_sources/auto_examples/08_join_aggregation.rst.txt
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Expand Up @@ -248,8 +248,8 @@ columns, and doesn't interact with numerical columns.
<tbody>
<tr>
<th>0</th>
<td>429.0</td>
<td>22.0</td>
<td>429</td>
<td>22</td>
<td>1996.0</td>
<td>3.0</td>
<td>29.0</td>
Expand All @@ -259,8 +259,8 @@ columns, and doesn't interact with numerical columns.
</tr>
<tr>
<th>1</th>
<td>429.0</td>
<td>150.0</td>
<td>429</td>
<td>150</td>
<td>1996.0</td>
<td>3.0</td>
<td>29.0</td>
Expand All @@ -270,8 +270,8 @@ columns, and doesn't interact with numerical columns.
</tr>
<tr>
<th>2</th>
<td>429.0</td>
<td>161.0</td>
<td>429</td>
<td>161</td>
<td>1996.0</td>
<td>3.0</td>
<td>29.0</td>
Expand All @@ -281,8 +281,8 @@ columns, and doesn't interact with numerical columns.
</tr>
<tr>
<th>3</th>
<td>429.0</td>
<td>165.0</td>
<td>429</td>
<td>165</td>
<td>1996.0</td>
<td>3.0</td>
<td>29.0</td>
Expand All @@ -292,8 +292,8 @@ columns, and doesn't interact with numerical columns.
</tr>
<tr>
<th>4</th>
<td>429.0</td>
<td>218.0</td>
<td>429</td>
<td>218</td>
<td>1996.0</td>
<td>3.0</td>
<td>29.0</td>
Expand Down Expand Up @@ -1282,75 +1282,75 @@ operation maximizing our validation score.
</tr>
<tr>
<th>split1_test_score</th>
<td>0.037373</td>
<td>0.052260</td>
<td>0.076148</td>
<td>0.074394</td>
<td>0.056021</td>
<td>0.044198</td>
<td>0.041236</td>
<td>0.088626</td>
<td>0.056256</td>
<td>0.062756</td>
</tr>
<tr>
<th>split2_test_score</th>
<td>0.067461</td>
<td>0.076450</td>
<td>0.092964</td>
<td>0.090078</td>
<td>0.098800</td>
<td>0.076230</td>
<td>0.079498</td>
<td>0.095012</td>
<td>0.092596</td>
<td>0.093403</td>
</tr>
<tr>
<th>split3_test_score</th>
<td>0.043496</td>
<td>0.064224</td>
<td>0.064051</td>
<td>0.064458</td>
<td>0.074996</td>
<td>0.039503</td>
<td>0.063156</td>
<td>0.062441</td>
<td>0.070721</td>
<td>0.074479</td>
</tr>
<tr>
<th>split4_test_score</th>
<td>0.140038</td>
<td>0.126822</td>
<td>0.146573</td>
<td>0.146450</td>
<td>0.148889</td>
<td>0.148507</td>
<td>0.130641</td>
<td>0.149575</td>
<td>0.149521</td>
<td>0.145273</td>
</tr>
<tr>
<th>split5_test_score</th>
<td>0.111758</td>
<td>0.111841</td>
<td>0.111038</td>
<td>0.105992</td>
<td>0.114056</td>
<td>0.110544</td>
<td>0.112407</td>
<td>0.107822</td>
<td>0.101743</td>
<td>0.117233</td>
</tr>
<tr>
<th>split6_test_score</th>
<td>0.085805</td>
<td>0.101996</td>
<td>0.106842</td>
<td>0.110598</td>
<td>0.108889</td>
<td>0.084605</td>
<td>0.097726</td>
<td>0.106278</td>
<td>0.109341</td>
<td>0.112210</td>
</tr>
<tr>
<th>split7_test_score</th>
<td>0.069714</td>
<td>0.064179</td>
<td>0.083087</td>
<td>0.074070</td>
<td>0.070906</td>
<td>0.064729</td>
<td>0.070897</td>
<td>0.062544</td>
<td>0.073454</td>
<td>0.076076</td>
</tr>
<tr>
<th>split8_test_score</th>
<td>0.109832</td>
<td>0.110394</td>
<td>0.122837</td>
<td>0.122264</td>
<td>0.126715</td>
<td>0.108795</td>
<td>0.115155</td>
<td>0.111453</td>
<td>0.116257</td>
<td>0.127636</td>
</tr>
<tr>
<th>split9_test_score</th>
<td>0.117197</td>
<td>0.148490</td>
<td>0.173569</td>
<td>0.164272</td>
<td>0.181640</td>
<td>0.114180</td>
<td>0.149521</td>
<td>0.170474</td>
<td>0.162717</td>
<td>0.183201</td>
</tr>
</tbody>
</table>
Expand Down Expand Up @@ -1470,7 +1470,7 @@ exhaustive histogram over all the possible values of ratings

.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 17.540 seconds)
**Total running time of the script:** (0 minutes 17.781 seconds)


.. _sphx_glr_download_auto_examples_08_join_aggregation.py:
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