Meng Li
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136dfef56b
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Fix the bug of Analysis Workflows while parsing targets with updated segments
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2021-03-30 16:41:50 -04:00 |
JulioV
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614e759551
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Refactor day segments to time segments
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2020-12-02 18:41:03 -05:00 |
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Meng Li
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5178be585d
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Rename modeling.py to modelling.py & Update example_config.yaml
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2020-11-25 22:35:38 -05:00 |
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Meng Li
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b4a512faf3
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Add analysis example workflow
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2020-11-25 16:34:05 -05:00 |
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JulioV
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86509207ac
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Turn off warnings for tidyverse and dplyr
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2020-10-23 10:41:00 -04:00 |
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Meng Li
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b3fbc79195
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Minor fix of metrics section
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2020-08-17 17:27:58 -04:00 |
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Meng Li
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00385dc54d
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Discard useless parameters and related code of example
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2020-08-17 10:48:15 -04:00 |
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Meng Li
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123b78d438
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Fix minor bugs of modeling.py: f1-macro and proba
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2020-08-16 16:08:51 -04:00 |
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Meng Li
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18d220d6c0
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Fix data cleaning bug: days threshold
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2020-08-06 17:26:37 -04:00 |
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Meng Li
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973e1669fa
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Move baselines into a folder; rename column of "num_of_participants" with "num_of_rows" in modeling.py
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2020-08-05 07:51:35 -04:00 |
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Meng Li
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e13b89b125
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Add restore_sql_file rule; notsummarised module; diff platforms for heatmap_days_by_sensors
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2020-08-03 13:09:16 -04:00 |
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Meng Li
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93157db210
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Data cleaning section: replace "day_type" with "day_idx"
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2020-07-27 18:27:36 -04:00 |
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Meng Li
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34ffe4abaf
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Add the rule to merge population model results
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2020-05-15 18:49:14 -04:00 |
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Meng Li
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8df8a5c2b3
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Add baseline
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2020-05-15 18:45:45 -04:00 |
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Meng Li
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8c8378f74a
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Split modeling module into two rules; Add RandomOverSampler for resampling; Add log; Fix bug of AUC
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2020-05-15 18:42:03 -04:00 |
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Meng Li
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5fab99d8df
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Add one rule to calculate the ratio of cells with missing values for cleaned features
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2020-05-15 18:25:07 -04:00 |
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Meng Li
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78cd8159be
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Fix bug of clean_features_for_model
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2020-05-15 17:53:43 -04:00 |
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JulioV
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f0674122ff
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Replace packrat with renv
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2020-05-01 19:46:04 -04:00 |
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Meng Li
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6ed52e7d1a
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Change the method of computing missing value cells
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2020-04-30 15:40:55 -04:00 |
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Meng Li
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7cbb227214
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Add modeling module
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2020-04-29 18:53:54 -04:00 |
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Meng Li
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9ddb50ed59
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Split days threshold of data cleaning into days_before_surgery and days_after_discharge
Co-authored-by: JulioV <juliovhz@gmail.com>
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2020-04-29 14:37:40 -04:00 |
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Meng Li
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5696b4f6d4
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Add merge module for demographic features and target
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2020-04-16 14:20:16 -04:00 |
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Meng Li
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eac721de84
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Add demographic_features and targets module; refactor analysis code
Co-authored-by: JulioV <juliovhz@gmail.com>
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2020-04-16 12:38:28 -04:00 |
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JulioV
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cdd10578b3
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Ignore NA values for dropping zero variance columns
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2020-04-13 16:59:33 -04:00 |
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Meng Li
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ac9fb487a6
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Fix bug of select_days_to_analyse.py
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2020-03-31 14:51:08 -04:00 |
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Meng Li
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ea46df63d5
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Get targets
Co-authored-by: JulioV <juliovhz@gmail.com>
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2020-03-26 17:27:23 -04:00 |
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JulioV
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0e173872df
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Refactor select_days_to_analyse, fix merge bugs, add clean metrics for model
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2020-03-17 21:15:53 -04:00 |
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Meng Li
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7c240a9613
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Select days to analyse
Co-authored-by: JulioV <juliovhz@gmail.com>
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2020-03-17 17:26:30 -04:00 |
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JulioV
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3d4c26754e
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Rename merge metrics for models and add filter valid sensed days
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
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2020-03-12 17:31:46 -04:00 |
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Meng Li
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aba9f13332
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Add merge metrics module for analysis rules
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2020-03-09 13:32:14 -04:00 |
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JulioV
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41c233e4ed
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First commit
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2019-10-22 13:11:01 -04:00 |