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fix categorical salary range value for car_loan
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@nikml
nikml committed Jun 5, 2024
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2 changes: 1 addition & 1 deletion ...torials/detecting_data_drift/univariate_drift_detection/stacked-categorical.svg
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2 changes: 1 addition & 1 deletion docs/datasets/binary_car_loan.rst
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Expand Up @@ -88,7 +88,7 @@ same. You can access this dataset with:
+=======+=============+================+========================+===============+===========================+=======================+=================+=========================+================+==========+==========+
| 41515 | 58071 | 40K - 60K € | 0.694352 | 20 | True | 30% | 0.44644 | 2019-07-09 02:57:35.280 | 0.9 | analysis | 1 |
+-------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+-------------------------+----------------+----------+----------+
| 41516 | 40317 | 20K - 20K € | 0.581372 | 8 | True | 50% | nan | 2019-07-09 03:06:18.432 | 0.16 | analysis | 0 |
| 41516 | 40317 | 20K - 40K € | 0.581372 | 8 | True | 50% | nan | 2019-07-09 03:06:18.432 | 0.16 | analysis | 0 |
+-------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+-------------------------+----------------+----------+----------+
| 41517 | 57487 | 40K - 60K € | 0.703041 | 7 | True | 30% | 5.2826 | 2019-07-09 03:15:01.584 | 0.07 | analysis | 0 |
+-------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+-------------------------+----------------+----------+----------+
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6 changes: 3 additions & 3 deletions docs/example_notebooks/Tutorial - Compare Estimated and Realized Performance.ipynb
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Expand Up @@ -158,7 +158,7 @@
" <th>1</th>\n",
" <td>50001</td>\n",
" <td>52425.0</td>\n",
" <td>20K - 20K €</td>\n",
" <td>20K - 40K €</td>\n",
" <td>0.672183</td>\n",
" <td>20.0</td>\n",
" <td>False</td>\n",
Expand Down Expand Up @@ -193,7 +193,7 @@
"text/plain": [
" id_x car_value salary_range debt_to_income_ratio loan_length \\\n",
"0 50000 12638.0 0 - 20K € 0.487926 21.0 \n",
"1 50001 52425.0 20K - 20K € 0.672183 20.0 \n",
"1 50001 52425.0 20K - 40K € 0.672183 20.0 \n",
"2 50002 20369.0 40K - 60K € 0.703090 19.0 \n",
"\n",
" repaid_loan_on_prev_car size_of_downpayment driver_tenure \\\n",
Expand Down Expand Up @@ -231,7 +231,7 @@
"+====+========+=============+================+========================+===============+===========================+=======================+=================+=========================+================+==========+========+==========+\n",
"| 0 | 50000 | 12638 | 0 - 20K € | 0.487926 | 21 | False | 10% | 4.22463 | 2018-10-30 18:00:00.000 | 0.99 | 1 | 50000 | 1 |\n",
"+----+--------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+-------------------------+----------------+----------+--------+----------+\n",
"| 1 | 50001 | 52425 | 20K - 20K € | 0.672183 | 20 | False | 40% | 4.9631 | 2018-10-30 18:08:43.152 | 0.98 | 1 | 50001 | 1 |\n",
"| 1 | 50001 | 52425 | 20K - 40K € | 0.672183 | 20 | False | 40% | 4.9631 | 2018-10-30 18:08:43.152 | 0.98 | 1 | 50001 | 1 |\n",
"+----+--------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+-------------------------+----------------+----------+--------+----------+\n",
"| 2 | 50002 | 20369 | 40K - 60K € | 0.70309 | 19 | True | 40% | 4.58895 | 2018-10-30 18:17:26.304 | 0.98 | 1 | 50002 | 1 |\n",
"+----+--------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+-------------------------+----------------+----------+--------+----------+\n"
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6 changes: 3 additions & 3 deletions docs/example_notebooks/Tutorial - Data Requirements.ipynb
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Expand Up @@ -190,7 +190,7 @@
" <tr>\n",
" <th>3</th>\n",
" <td>22652.0</td>\n",
" <td>20K - 20K €</td>\n",
" <td>20K - 40K €</td>\n",
" <td>0.705992</td>\n",
" <td>16.0</td>\n",
" <td>False</td>\n",
Expand All @@ -216,7 +216,7 @@
"0 39811.0 40K - 60K € 0.632950 19.0 \n",
"1 12679.0 40K - 60K € 0.718627 7.0 \n",
"2 19847.0 40K - 60K € 0.721724 17.0 \n",
"3 22652.0 20K - 20K € 0.705992 16.0 \n",
"3 22652.0 20K - 40K € 0.705992 16.0 \n",
"4 21268.0 60K+ € 0.671888 21.0 \n",
"\n",
" repaid_loan_on_prev_car size_of_downpayment driver_tenure \n",
Expand Down Expand Up @@ -256,7 +256,7 @@
"+----+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+\n",
"| 2 | 19847 | 40K - 60K € | 0.721724 | 17 | False | 0% | 0.520817 |\n",
"+----+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+\n",
"| 3 | 22652 | 20K - 20K € | 0.705992 | 16 | False | 10% | 0.453649 |\n",
"| 3 | 22652 | 20K - 40K € | 0.705992 | 16 | False | 10% | 0.453649 |\n",
"+----+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+\n",
"| 4 | 21268 | 60K+ € | 0.671888 | 21 | True | 30% | 5.69526 |\n",
"+----+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+\n"
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6 changes: 3 additions & 3 deletions docs/example_notebooks/Tutorial - Drift - Multivariate - Domain Classifier.ipynb
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Expand Up @@ -93,7 +93,7 @@
" <th>3</th>\n",
" <td>3</td>\n",
" <td>22652.0</td>\n",
" <td>20K - 20K €</td>\n",
" <td>20K - 40K €</td>\n",
" <td>0.705992</td>\n",
" <td>16.0</td>\n",
" <td>False</td>\n",
Expand Down Expand Up @@ -128,7 +128,7 @@
"0 0 39811.0 40K - 60K € 0.632950 19.0 \n",
"1 1 12679.0 40K - 60K € 0.718627 7.0 \n",
"2 2 19847.0 40K - 60K € 0.721724 17.0 \n",
"3 3 22652.0 20K - 20K € 0.705992 16.0 \n",
"3 3 22652.0 20K - 40K € 0.705992 16.0 \n",
"4 4 21268.0 60K+ € 0.671888 21.0 \n",
"\n",
" repaid_loan_on_prev_car size_of_downpayment driver_tenure repaid \\\n",
Expand Down Expand Up @@ -183,7 +183,7 @@
"+----+------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+----------+-------------------------+----------------+----------+\n",
"| 2 | 2 | 19847 | 40K - 60K € | 0.721724 | 17 | False | 0% | 0.520817 | 1 | 2018-01-01 00:17:26.304 | 1 | 1 |\n",
"+----+------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+----------+-------------------------+----------------+----------+\n",
"| 3 | 3 | 22652 | 20K - 20K € | 0.705992 | 16 | False | 10% | 0.453649 | 1 | 2018-01-01 00:26:09.456 | 0.98 | 1 |\n",
"| 3 | 3 | 22652 | 20K - 40K € | 0.705992 | 16 | False | 10% | 0.453649 | 1 | 2018-01-01 00:26:09.456 | 0.98 | 1 |\n",
"+----+------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+----------+-------------------------+----------------+----------+\n",
"| 4 | 4 | 21268 | 60K+ € | 0.671888 | 21 | True | 30% | 5.69526 | 1 | 2018-01-01 00:34:52.608 | 0.99 | 1 |\n",
"+----+------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+----------+-------------------------+----------------+----------+\n"
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6 changes: 3 additions & 3 deletions docs/example_notebooks/Tutorial - Drift - Multivariate.ipynb
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Expand Up @@ -91,7 +91,7 @@
" <th>3</th>\n",
" <td>3</td>\n",
" <td>22652.0</td>\n",
" <td>20K - 20K €</td>\n",
" <td>20K - 40K €</td>\n",
" <td>0.705992</td>\n",
" <td>16.0</td>\n",
" <td>False</td>\n",
Expand Down Expand Up @@ -126,7 +126,7 @@
"0 0 39811.0 40K - 60K € 0.632950 19.0 \n",
"1 1 12679.0 40K - 60K € 0.718627 7.0 \n",
"2 2 19847.0 40K - 60K € 0.721724 17.0 \n",
"3 3 22652.0 20K - 20K € 0.705992 16.0 \n",
"3 3 22652.0 20K - 40K € 0.705992 16.0 \n",
"4 4 21268.0 60K+ € 0.671888 21.0 \n",
"\n",
" repaid_loan_on_prev_car size_of_downpayment driver_tenure repaid \\\n",
Expand Down Expand Up @@ -176,7 +176,7 @@
"+----+------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+----------+-------------------------+----------------+----------+\n",
"| 2 | 2 | 19847 | 40K - 60K € | 0.721724 | 17 | False | 0% | 0.520817 | 1 | 2018-01-01 00:17:26.304 | 1 | 1 |\n",
"+----+------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+----------+-------------------------+----------------+----------+\n",
"| 3 | 3 | 22652 | 20K - 20K € | 0.705992 | 16 | False | 10% | 0.453649 | 1 | 2018-01-01 00:26:09.456 | 0.98 | 1 |\n",
"| 3 | 3 | 22652 | 20K - 40K € | 0.705992 | 16 | False | 10% | 0.453649 | 1 | 2018-01-01 00:26:09.456 | 0.98 | 1 |\n",
"+----+------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+----------+-------------------------+----------------+----------+\n",
"| 4 | 4 | 21268 | 60K+ € | 0.671888 | 21 | True | 30% | 5.69526 | 1 | 2018-01-01 00:34:52.608 | 0.99 | 1 |\n",
"+----+------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+----------+-------------------------+----------------+----------+\n"
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6 changes: 3 additions & 3 deletions docs/example_notebooks/Tutorial - Drift - Univariate.ipynb
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Expand Up @@ -91,7 +91,7 @@
" <th>3</th>\n",
" <td>3</td>\n",
" <td>22652.0</td>\n",
" <td>20K - 20K €</td>\n",
" <td>20K - 40K €</td>\n",
" <td>0.705992</td>\n",
" <td>16.0</td>\n",
" <td>False</td>\n",
Expand Down Expand Up @@ -126,7 +126,7 @@
"0 0 39811.0 40K - 60K € 0.632950 19.0 \n",
"1 1 12679.0 40K - 60K € 0.718627 7.0 \n",
"2 2 19847.0 40K - 60K € 0.721724 17.0 \n",
"3 3 22652.0 20K - 20K € 0.705992 16.0 \n",
"3 3 22652.0 20K - 40K € 0.705992 16.0 \n",
"4 4 21268.0 60K+ € 0.671888 21.0 \n",
"\n",
" repaid_loan_on_prev_car size_of_downpayment driver_tenure repaid \\\n",
Expand Down Expand Up @@ -177,7 +177,7 @@
"+----+------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+----------+-------------------------+----------------+----------+\n",
"| 2 | 2 | 19847 | 40K - 60K € | 0.721724 | 17 | False | 0% | 0.520817 | 1 | 2018-01-01 00:17:26.304 | 1 | 1 |\n",
"+----+------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+----------+-------------------------+----------------+----------+\n",
"| 3 | 3 | 22652 | 20K - 20K € | 0.705992 | 16 | False | 10% | 0.453649 | 1 | 2018-01-01 00:26:09.456 | 0.98 | 1 |\n",
"| 3 | 3 | 22652 | 20K - 40K € | 0.705992 | 16 | False | 10% | 0.453649 | 1 | 2018-01-01 00:26:09.456 | 0.98 | 1 |\n",
"+----+------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+----------+-------------------------+----------------+----------+\n",
"| 4 | 4 | 21268 | 60K+ € | 0.671888 | 21 | True | 30% | 5.69526 | 1 | 2018-01-01 00:34:52.608 | 0.99 | 1 |\n",
"+----+------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+----------+-------------------------+----------------+----------+\n"
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6 changes: 3 additions & 3 deletions docs/example_notebooks/Tutorial - Stats - Avg.ipynb
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Expand Up @@ -93,7 +93,7 @@
" <th>3</th>\n",
" <td>3</td>\n",
" <td>22652.0</td>\n",
" <td>20K - 20K €</td>\n",
" <td>20K - 40K €</td>\n",
" <td>0.705992</td>\n",
" <td>16.0</td>\n",
" <td>False</td>\n",
Expand Down Expand Up @@ -128,7 +128,7 @@
"0 0 39811.0 40K - 60K € 0.632950 19.0 \n",
"1 1 12679.0 40K - 60K € 0.718627 7.0 \n",
"2 2 19847.0 40K - 60K € 0.721724 17.0 \n",
"3 3 22652.0 20K - 20K € 0.705992 16.0 \n",
"3 3 22652.0 20K - 40K € 0.705992 16.0 \n",
"4 4 21268.0 60K+ € 0.671888 21.0 \n",
"\n",
" repaid_loan_on_prev_car size_of_downpayment driver_tenure repaid \\\n",
Expand Down Expand Up @@ -177,7 +177,7 @@
"+----+------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+----------+-------------------------+----------------+----------+\n",
"| 2 | 2 | 19847 | 40K - 60K € | 0.721724 | 17 | False | 0% | 0.520817 | 1 | 2018-01-01 00:17:26.304 | 1 | 1 |\n",
"+----+------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+----------+-------------------------+----------------+----------+\n",
"| 3 | 3 | 22652 | 20K - 20K € | 0.705992 | 16 | False | 10% | 0.453649 | 1 | 2018-01-01 00:26:09.456 | 0.98 | 1 |\n",
"| 3 | 3 | 22652 | 20K - 40K € | 0.705992 | 16 | False | 10% | 0.453649 | 1 | 2018-01-01 00:26:09.456 | 0.98 | 1 |\n",
"+----+------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+----------+-------------------------+----------------+----------+\n",
"| 4 | 4 | 21268 | 60K+ € | 0.671888 | 21 | True | 30% | 5.69526 | 1 | 2018-01-01 00:34:52.608 | 0.99 | 1 |\n",
"+----+------+-------------+----------------+------------------------+---------------+---------------------------+-----------------------+-----------------+----------+-------------------------+----------------+----------+\n"
Expand Down
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