Pushing the docs to 0.1/ for branch: 0.1.X, commit af53c7997f6057b6ae…

…85cf436bc001f050aef5a6

0.1/.buildinfo

@@ -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: 55bb307912a4f2d9d48195c7e170ecb8
+config: 8f283ab8d9420186222c16786ac862f9
 tags: 645f666f9bcd5a90fca523b33c5a78b7

0.1/_sources/auto_examples/01_encodings.rst.txt

@@ -440,47 +440,42 @@ corresponding columns:
  .. code-block:: none
 
 
-    array(['accountability, accounts, community',
-           'assessment, protective, treatment',
-           'communications, communication, telecommunications',
-           'station, state, estate', 'security, mccf, unit',
-           'gaithersburg, clarksburg, the', 'traffic, safety, alcohol',
-           'investigative, investigations, criminal',
-           'training, recruit, director', 'inspections, inspection, special',
-           'district, squad, 3rd', 'services, highway, service',
-           'behavioral, health, school', 'silver, spring, ride',
-           'nicholson, transit, transport', 'mangement, engineering, parking',
-           'welfare, childhood, children', 'collection, recycling, solid',
-           'technology, systems, telephone',
-           'equipment, management, automotive',
-           'facilities, maintenance, supports',
-           'rockville, downtown, library', 'warehouse, liquor, stock',
-           'development, delivery, montgomery',
-           'eligibility, assistance, emergency',
-           'programs, program, officers', 'planning, construction, building',
-           'patrol, 5th, 4th', 'family, crimes, sexual',
-           'toddlers, custody, members', 'coordinator, services, service',
-           'operator, bus, operations', 'specialist, special, quality',
-           'master, registered, water', 'manager, projects, project',
-           'officer, office, police', 'firefighter, rescuer, rescue',
-           'supervisor, supervisory, supply', 'assistance, income, client',
-           'correctional, correction, corporal',
-           'legislative, principal, executive', 'school, room, behavioral',
-           'community, security, nurse',
-           'communications, telecommunications, safety',
-           'lieutenant, captain, chief',
-           'information, technology, technologist',
+    array(['compliance, building, violence', 'gaithersburg, clarksburg, the',
+           'station, state, estate', 'development, planning, accounting',
+           'patrol, 4th, 5th', 'traffic, safety, alcohol',
+           'management, equipment, budget', 'toddlers, custody, members',
+           'services, highway, service', 'behavioral, health, school',
+           'collection, inspections, operations', 'family, crimes, outreach',
+           'welfare, childhood, child', 'security, mccf, unit',
+           'supports, support, network', 'emergency, centers, center',
+           'district, squad, urban', 'maintenance, facilities, recruit',
+           'administration, battalion, admin', 'nicholson, transit, taxicab',
+           'warehouse, delivery, cloverly',
+           'communications, communication, education', 'spring, silver, king',
+           'assessment, protective, projects',
+           'technology, telephone, systems', 'rockville, twinbrook, downtown',
+           'director, officers, officer', 'assignment, assistance, medical',
+           'animal, virtual, regional',
+           'investigative, investigations, explosive',
+           'firefighter, rescuer, recruit', 'operator, bus, operations',
+           'officer, office, security', 'government, employee, budget',
+           'liquor, clerk, store', 'information, technology, renovation',
+           'manager, engineer, iii', 'income, assistance, client',
            'administrative, administration, administrator',
-           'enforcement, inspector, abandoned',
-           'crossing, purchasing, engineer',
-           'warehouse, craftsworker, welfare', 'sergeant, cadet, emergency',
-           'liquor, clerk, store', 'assistant, library, librarian',
-           'recreation, renovation, paralegal',
-           'permitting, planning, resources',
-           'equipment, auditor, investment', 'sheriff, deputy, urban',
-           'environmental, therapist, enviromental',
-           'program, programs, property', 'technician, mechanic, hvac'],
-          dtype=object)
+           'coordinator, coordinating, transit',
+           'technician, mechanic, supply', 'accountant, attendant, attorney',
+           'corporal, pfc, dietary', 'community, health, nurse',
+           'school, room, behavioral', 'services, supervisor, service',
+           'enforcement, permitting, inspector', 'lieutenant, captain, chief',
+           'assistant, library, librarian',
+           'communications, telecommunications, safety',
+           'warehouse, welfare, caseworker', 'specialist, special, therapist',
+           'crossing, purchasing, planning', 'candidate, sheriff, deputy',
+           'legislative, principal, executive',
+           'equipment, investment, investigator',
+           'program, programs, property',
+           'correctional, correction, regional', 'sergeant, police, cadet',
+           'master, registered, meter'], dtype=object)
 
 
 
@@ -562,7 +557,7 @@ Let's look at the cross-validated R2 score of our model:
 
  .. code-block:: none
 
-    R2 score:  mean: 0.921; std: 0.015
+    R2 score:  mean: 0.923; std: 0.014
 
 
 
@@ -698,7 +693,7 @@ to plot the feature importances.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (1 minutes 20.731 seconds)
+   **Total running time of the script:** (1 minutes 27.261 seconds)
 
 
 .. _sphx_glr_download_auto_examples_01_encodings.py:

0.1/_sources/auto_examples/02_feature_interpretation_with_gapencoder.rst.txt

@@ -504,7 +504,7 @@ as a set of latent topics.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 2.168 seconds)
+   **Total running time of the script:** (0 minutes 2.163 seconds)
 
 
 .. _sphx_glr_download_auto_examples_02_feature_interpretation_with_gapencoder.py:

0.1/_sources/auto_examples/03_datetime_encoder.rst.txt

@@ -610,7 +610,7 @@ and transforms datetime columns by default.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 4.849 seconds)
+   **Total running time of the script:** (0 minutes 5.097 seconds)
 
 
 .. _sphx_glr_download_auto_examples_03_datetime_encoder.py:

0.1/_sources/auto_examples/04_fuzzy_joining.rst.txt

@@ -1711,7 +1711,7 @@ introduced into a grid search:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 22.159 seconds)
+   **Total running time of the script:** (0 minutes 22.931 seconds)
 
 
 .. _sphx_glr_download_auto_examples_04_fuzzy_joining.py:

0.1/_sources/auto_examples/05_deduplication.rst.txt

@@ -335,7 +335,7 @@ or |MinHash|.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 5.151 seconds)
+   **Total running time of the script:** (0 minutes 6.062 seconds)
 
 
 .. _sphx_glr_download_auto_examples_05_deduplication.py:

0.1/_sources/auto_examples/06_ken_embeddings.rst.txt

@@ -305,7 +305,7 @@ We will start by checking out the available tables with
  .. code-block:: none
 
 
-    {'companies', 'games', 'movies', 'all_entities', 'schools', 'albums'}
+    {'companies', 'games', 'all_entities', 'schools', 'movies', 'albums'}
 
 
 
@@ -840,7 +840,7 @@ It helped significantly improve the prediction score.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (11 minutes 21.562 seconds)
+   **Total running time of the script:** (13 minutes 4.578 seconds)
 
 
 .. _sphx_glr_download_auto_examples_06_ken_embeddings.py:

0.1/_sources/auto_examples/07_multiple_key_join.rst.txt

@@ -1226,7 +1226,7 @@ The results:
     /home/circleci/project/miniconda/envs/testenv/lib/python3.10/site-packages/sklearn/preprocessing/_encoders.py:228: UserWarning: Found unknown categories in columns [1] during transform. These unknown categories will be encoded as all zeros
       warnings.warn(
 
-    0.5913999999999999
+    0.58445
 
 
 
@@ -1244,7 +1244,7 @@ Our final cross-validated accuracy score is 0.58.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (11 minutes 23.106 seconds)
+   **Total running time of the script:** (13 minutes 12.928 seconds)
 
 
 .. _sphx_glr_download_auto_examples_07_multiple_key_join.py:

0.1/_sources/auto_examples/08_join_aggregation.rst.txt

@@ -844,75 +844,75 @@ operation maximizing our validation score.
         </tr>
         <tr>
           <th>split1_test_score</th>
-          <td>0.047968</td>
-          <td>0.034920</td>
-          <td>0.059455</td>
-          <td>0.070215</td>
-          <td>0.078351</td>
+          <td>0.033002</td>
+          <td>0.042840</td>
+          <td>0.080098</td>
+          <td>0.061375</td>
+          <td>0.066677</td>
         </tr>
         <tr>
           <th>split2_test_score</th>
-          <td>0.068097</td>
-          <td>0.083264</td>
-          <td>0.088838</td>
-          <td>0.087972</td>
-          <td>0.095634</td>
+          <td>0.060051</td>
+          <td>0.078515</td>
+          <td>0.093596</td>
+          <td>0.099191</td>
+          <td>0.098471</td>
         </tr>
         <tr>
           <th>split3_test_score</th>
-          <td>0.035797</td>
-          <td>0.053966</td>
-          <td>0.056003</td>
-          <td>0.061367</td>
-          <td>0.062436</td>
+          <td>0.038842</td>
+          <td>0.064836</td>
+          <td>0.056812</td>
+          <td>0.073599</td>
+          <td>0.077640</td>
         </tr>
         <tr>
           <th>split4_test_score</th>
-          <td>0.133327</td>
-          <td>0.121540</td>
-          <td>0.158436</td>
-          <td>0.154274</td>
-          <td>0.150200</td>
+          <td>0.142220</td>
+          <td>0.128170</td>
+          <td>0.145539</td>
+          <td>0.142744</td>
+          <td>0.146731</td>
         </tr>
         <tr>
           <th>split5_test_score</th>
-          <td>0.105519</td>
-          <td>0.111000</td>
-          <td>0.109453</td>
-          <td>0.112274</td>
-          <td>0.118223</td>
+          <td>0.103772</td>
+          <td>0.114905</td>
+          <td>0.109094</td>
+          <td>0.109256</td>
+          <td>0.115901</td>
         </tr>
         <tr>
           <th>split6_test_score</th>
-          <td>0.079701</td>
-          <td>0.105084</td>
-          <td>0.104736</td>
-          <td>0.111211</td>
-          <td>0.104890</td>
+          <td>0.079807</td>
+          <td>0.095965</td>
+          <td>0.106291</td>
+          <td>0.107266</td>
+          <td>0.107440</td>
         </tr>
         <tr>
           <th>split7_test_score</th>
-          <td>0.065811</td>
-          <td>0.060532</td>
-          <td>0.068918</td>
-          <td>0.061500</td>
-          <td>0.081844</td>
+          <td>0.073432</td>
+          <td>0.072592</td>
+          <td>0.048308</td>
+          <td>0.067931</td>
+          <td>0.085349</td>
         </tr>
         <tr>
           <th>split8_test_score</th>
-          <td>0.102426</td>
-          <td>0.115744</td>
-          <td>0.124244</td>
-          <td>0.131354</td>
-          <td>0.125673</td>
+          <td>0.109640</td>
+          <td>0.112492</td>
+          <td>0.117007</td>
+          <td>0.124763</td>
+          <td>0.129425</td>
         </tr>
         <tr>
           <th>split9_test_score</th>
-          <td>0.115310</td>
-          <td>0.156327</td>
-          <td>0.155995</td>
-          <td>0.164067</td>
-          <td>0.176232</td>
+          <td>0.115726</td>
+          <td>0.158776</td>
+          <td>0.169859</td>
+          <td>0.162961</td>
+          <td>0.181152</td>
         </tr>
       </tbody>
     </table>
@@ -1003,7 +1003,7 @@ exhaustive histogram over all the possible values of ratings
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 18.256 seconds)
+   **Total running time of the script:** (0 minutes 23.726 seconds)
 
 
 .. _sphx_glr_download_auto_examples_08_join_aggregation.py: