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245 Commits (e13b89b125a4dd342c6404d67e1cb39af4f7b7f5)

Author SHA1 Message Date
nikunjgoel95 1409de2832 Added Converstion Features. 
Updated config.yaml, Snakefile, Features.Snakefile and documentation.
 2020-06-19 01:27:28 -04:00
Meng Li 08a78f6622 Fix screen's episodepersensedminutes bug 2020-06-17 09:09:39 -04:00
kaguillera 996e7307d7 Added brackets screen time_diff 2020-06-16 18:44:51 -04:00
kaguillera f0b1d70828 Minor fix for screen delta 2020-06-16 18:36:34 -04:00
kaguillera 77110be43b Changed screen and battery deltas to minutes 2020-06-16 15:30:34 -04:00
Meng Li ee6ddf7677 Convert time difference to minutes for feature_utils.py script 2020-06-16 15:18:58 -04:00
Meng Li 343b8366c0 Remove useless packages 2020-06-16 14:49:33 -04:00
Meng Li e133b8b530 Refactor fitbit sleep features 2020-06-12 18:44:05 -04:00
Meng Li dcc7ca14e3 Refactor fitbit heartrate features 2020-06-12 16:04:03 -04:00
JulioV 3287866f4b Update tidyr and fix resample pivot_longer bug 2020-06-12 14:51:38 -04:00
Meng Li 48591a4bd3 Add exception for screen feature extraction 2020-06-12 13:28:41 -04:00
JulioV 8fbafcbe0c Fix location bug and improve fused resampling 2020-06-11 12:25:49 -04:00
Meng Li 0115fd14f6 Refactor fitbit step features 2020-06-05 21:29:39 -04:00
Meng Li 925e986c1e Update fitbit_sleep_features.py: return empty file when epoch is not daily 2020-06-05 19:50:22 -04:00
Meng Li 9c1f2f6bbe Update fitbit_parse_sleep.py 2020-06-05 17:28:43 -04:00
Meng Li 7a32acdd45 Fix count active/sedentary bout bug 2020-06-05 14:33:23 -04:00
Meng Li aa1baaf948 Refactor activity recognition features 2020-06-04 19:32:28 -04:00
Meng Li ff1bc33c34 Update fitbit_parse_heartrate.py 2020-06-04 18:07:15 -04:00
JulioV b14ddcdea6
Update fitbit_parse_steps.py 2020-06-04 18:03:40 -04:00
Meng Li 2d0ef98f26 Refactor screen features 2020-06-03 18:55:36 -04:00
Meng Li 6562754777 Refactor battery features 2020-06-03 17:36:52 -04:00
Meng Li a8eb5a83f8 Fix overlap in tick label issue 2020-06-03 17:18:57 -04:00
nikunjgoel95 4c835cde37 Fixed the Duration for the Classic Sleep type in Version 1.2 of FItbit. 
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-06-03 16:40:42 -04:00
JulioV bf6f1f0bda Fix call bug 2020-06-03 16:29:01 -04:00
JulioV d0bff906e4 Fix call bug 2020-06-03 12:44:23 -04:00
JulioV 3c1bdb8aa7 Fix calls bug 2020-06-02 19:13:01 -04:00
JulioV 91c24a652a Refactor call features and fix bug with countmostfrequentcontact 2020-06-02 17:49:55 -04:00
Meng Li 9048c06fc4 Refactor application foreground features 2020-05-29 17:04:24 -04:00
JulioV cf272793a2 Fix countmostfrequentcontact bug 2020-05-29 14:29:35 -04:00
JulioV c1e25ac1ad Change SMS first and last metrics from hours to minutes 2020-05-29 13:28:39 -04:00
JulioV f344c14e92 Fix bug in SMS features 2020-05-29 11:41:17 -04:00
Meng Li 9c889938fb Refactor accelerometer features 2020-05-28 17:17:25 -04:00
nikunjgoel95 e952e27350 Adding the code to parse the FITBIT sleep data for API version 1.2 
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-05-27 14:29:28 -04:00
Meng Li 34ffe4abaf Add the rule to merge population model results 2020-05-15 18:49:14 -04:00
Meng Li 8df8a5c2b3 Add baseline 2020-05-15 18:45:45 -04:00
Meng Li 8c8378f74a Split modeling module into two rules; Add RandomOverSampler for resampling; Add log; Fix bug of AUC 2020-05-15 18:42:03 -04:00
Meng Li 5fab99d8df Add one rule to calculate the ratio of cells with missing values for cleaned features 2020-05-15 18:25:07 -04:00
Meng Li 78cd8159be Fix bug of clean_features_for_model 2020-05-15 17:53:43 -04:00
Meng Li 915bdd04b1 Parse Fitbit summary and intraday data; Extract Fitbit daily features from summary data 2020-05-15 17:51:00 -04:00
JulioV f0674122ff Replace packrat with renv 2020-05-01 19:46:04 -04:00
Meng Li 6ed52e7d1a Change the method of computing missing value cells 2020-04-30 15:40:55 -04:00
Meng Li 2720b24c0a Make screen_features.py script compatible with both Pandas 0.25.2 and 1.0.3. 2020-04-30 10:49:49 -04:00
Meng Li 7cbb227214 Add modeling module 2020-04-29 18:53:54 -04:00
Meng Li f292ba3bff Merge branch 'master' of https://github.com/carissalow/rapids 2020-04-29 15:05:18 -04:00
Meng Li 9ddb50ed59 Split days threshold of data cleaning into days_before_surgery and days_after_discharge 
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-29 14:37:40 -04:00
JulioV 5a2049f533 Replace NAs with 0 for bluetooth countscansmostuniquedevice 2020-04-27 21:55:23 +00:00
Meng Li 3314040912 Consider "walking" for AR mobile episodes 2020-04-20 18:09:05 -04:00
Meng Li 490599c742 Implement AR features for iOS 
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-20 18:05:54 -04:00
Meng Li 5696b4f6d4 Add merge module for demographic features and target 2020-04-16 14:20:16 -04:00
Meng Li eac721de84 Add demographic_features and targets module; refactor analysis code 
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-16 12:38:28 -04:00
Meng Li 695984586f Add calories module for fitbit_readable_datetime.py 2020-04-15 16:01:02 -04:00
Mingze Cao 8671f8db68 Modified condition to extract feature "heartrate_zones" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-15 09:26:16 -05:00
JulioV cdd10578b3 Ignore NA values for dropping zero variance columns 2020-04-13 16:59:33 -04:00
JulioV 010114c1aa Add wifi features 2020-04-13 13:24:52 -04:00
Mingze Cao 8cc93c8791 Refactor battery feature: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-09 15:06:25 -05:00
Mingze Cao 2d7d3bfccf Refactor location_barnett features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-09 12:20:39 -05:00
JulioV fa67359b5f Fix return in iOS battery deltas 2020-04-09 12:13:00 -04:00
JulioV e2b2643ba9 Fix bug that unified battery status for iOS client v2 2020-04-09 12:10:03 -04:00
JulioV 5d68b5052c Fix bug where no deltas where created for Android 2020-04-09 12:07:35 -04:00
Mingze Cao c2fbc3ad7a Refactor sms feature: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 15:02:58 -05:00
Mingze Cao 97c83caebc Refactor fitbit_heartrate feature: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 14:31:43 -05:00
Mingze Cao a53ba242f8 Refactor google_activity_recognition feature: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 13:36:36 -05:00
Mingze Cao 0809001dfa Refactor light features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 13:02:53 -05:00
Mingze Cao f46e8c0666 Refactor applications_foreground features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 12:31:43 -05:00
Mingze Cao d1c38016de Refactor call features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 10:51:18 -05:00
Mingze Cao e0d19cbc1b Refactor screen features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 10:05:16 -05:00
Meng Li 8d4a0718e8 Fix bug of Barnett's location features 2020-04-07 11:22:04 -04:00
Mingze Cao 3986f4e185 Refactor fitbit_step features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-03 16:03:45 -05:00
Mingze Cao 595bdd6f5b Refactor bluetooth features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-03 12:07:09 -05:00
Mingze Cao 106f552442 replace "metrics" with "features" of the accelerometer 2020-04-02 16:40:40 -05:00
Mingze Cao 6045df494d Modify the Accelerometer ‘Metrics’ to Accelerometer ‘Features’ 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-02 16:36:28 -05:00
JulioV 9d27431e3b Speed up raw csv reads and writes in R 2020-04-02 16:28:19 -04:00
Mingze Cao 7d770c91f3 Add sumdurationsedentarybout of the fitbit_step sensor 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-02 13:36:54 -05:00
Meng Li 1ce76a5380 Refactor light features 2020-04-01 18:29:53 -04:00
Meng Li ac9fb487a6 Fix bug of select_days_to_analyse.py 2020-03-31 14:51:08 -04:00
JulioV 09753905f2 Refactor SMS features 2020-03-31 13:33:03 -04:00
Meng Li ea46df63d5 Get targets 
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-03-26 17:27:23 -04:00
Meng Li ac758e3776 Reduce the plot size by excluding plotlyjs 2020-03-23 18:24:19 -04:00
JulioV 0e173872df Refactor select_days_to_analyse, fix merge bugs, add clean metrics for model 2020-03-17 21:15:53 -04:00
Meng Li 7c240a9613 Select days to analyse 
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-03-17 17:26:30 -04:00
JulioV 3d4c26754e Rename merge metrics for models and add filter valid sensed days 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-03-12 17:31:46 -04:00
JulioV c4d9702a5c Add location_barnett prefix to location features 2020-03-12 13:18:36 -04:00
Meng Li c6ff0346f4 Fix bug of screen_metrics.py when df is empty 2020-03-12 11:26:42 -04:00
JulioV 23085aac2a Replace NA with 0 in most frequent contact SMS metric 2020-03-12 11:22:31 -04:00
JulioV ed5d938316 Replace NA with 0 in most frequent contact call metric 2020-03-12 11:18:32 -04:00
Meng Li 9069cffa0e Fix encoding error for apps features 2020-03-11 16:48:37 -04:00
Meng Li b23bb0e402 Add INCLUDE_ZERO_STEP_ROWS flag for step sensor 2020-03-09 15:59:51 -04:00
Meng Li 1c413838ad Replace NA with 0 for count features of apps sensor 2020-03-09 14:04:51 -04:00
Meng Li e106bb3190 Do not fill NA with 0 for light metrics 2020-03-09 13:57:09 -04:00
Meng Li 490ff43fbf Replace [] with 0 for mostcommonactivity of GAR sensor 2020-03-09 13:54:28 -04:00
Meng Li aba9f13332 Add merge metrics module for analysis rules 2020-03-09 13:32:14 -04:00
Meng Li 2ea599e262 Replace NA with 0 for heart rate zone features 2020-03-05 16:49:06 -05:00
JulioV dba2664ae5
Fix bug where location_barnett_metrics wouldn't include local_date 2020-03-05 14:48:48 -05:00
Meng Li c2a74b1cba Fix fitbit_readable_datetime.py to handle empty table 2020-03-05 14:39:05 -05:00
JulioV f25dd026fd Fix download_dataset.R to handle non sensor tables 2020-03-05 14:10:36 -05:00
JulioV 2548539dc4 Fix bug when application foreground list was empty 2020-03-05 13:23:21 -05:00
Meng Li c8b7275084 Add firstuseafterTIME feature for screen sensor 2020-03-04 12:21:36 -05:00
Meng Li 85f4ec2ab6 Delete screen event features and add countepisode and episodepersensedminutes 2020-03-03 17:31:15 -05:00
JulioV 2c856f1cfc Fix condition to require at least 2 rows to compute screen metrics 2020-03-03 12:20:36 -05:00
JulioV f4367806f3 Fix screen deltas to keep only consecutive UNLOCK/OFF pairs 2020-03-03 12:09:18 -05:00