5bad3eb8b5
Data cleaning ( #166 )
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* Refactor data cleaning module: move it from example workflow to main directory
* Replace NAs with 0 in selected event-based features
* Add one step to drop highly correlated features
Co-authored-by: Weiyu <weiyuhuang7@gmail.com>
2021-11-19 10:34:36 -05:00
a3fb718aea
Refactor PHONE_LOCATIONS DORYAB provider to compute features based on location episodes
2021-09-23 17:40:06 -04:00
a8a178486b
Refactor PHONE_CALLS RAPIDS provider to compute features based on call episodes or events
2021-09-15 10:28:37 -04:00
4d37696158
Update heatmaps of overall data yield
2021-06-29 09:48:30 -04:00
4b8698a4c6
adding app_episode with the changes as mentioned in the comments
2021-06-10 14:17:56 -04:00
0d6f51be8b
Refactor location features from Doryab provider & add a new strategy to infer home location & fix bugs
2021-05-26 17:36:52 -04:00
edf71e055d
Add the EXCLUDE_SLEEP module for steps intraday features
2021-05-21 15:23:21 -04:00
9c56422529
Add calories intraday features
2021-04-20 12:00:38 -04:00
c48c1c8f24
Optimize Barnett's computation multi-day segments
2021-03-28 15:29:07 -04:00
4528ab3641
Replace SRC LANGUAGE and FOLDER with SCRIPT
2021-03-14 22:14:13 -04:00
fae0c2ac05
Swap TABLE for CONTAINER
2021-03-12 18:14:49 -05:00
d529490999
Migrate fitbit features to new data stream
2021-03-12 12:38:36 -05:00
2ee45995f2
Update config docs and create participant files script
2021-03-11 14:40:33 -05:00
1b0ee4bbf0
Add sleep intraday to fitbitjson_mysql
2021-03-11 14:39:20 -05:00
a420f5ef92
Add sleep summary to fitbitjson_mysql
2021-03-11 14:37:22 -05:00
35968e2fd0
Migrate phone log sensor to new data stream
2021-03-11 14:37:22 -05:00
47e1b33816
Add hr intraday to fitbitjson_mysql
2021-03-11 14:37:22 -05:00
47f449555a
Add hr summary to fitbitjson_mysql
2021-03-11 14:37:22 -05:00
72f6b2d621
Add steps intraday to fitbitjson_mysql
2021-03-11 14:37:22 -05:00
4825962361
Migrate phone screen sensor to new data stream
2021-03-11 14:35:34 -05:00
c1682d8cd3
Migrate phone calls sensor to new data stream
2021-03-11 14:35:34 -05:00
1063b4ca65
Add steps summary to fitbitjson_mysql
2021-03-11 14:35:34 -05:00
f65e3c8b1a
Migrate empatica sensors to new data stream
2021-03-11 14:35:34 -05:00
6c51c6c239
Move phone_conversation to aware_mysql stream
2021-03-11 14:35:34 -05:00
ab1a3dbf79
Move phone_activity_recognition to aware_mysql stream
2021-03-11 14:35:34 -05:00
8377c12efb
Add sleep intraday features with RAPIDS provider
2021-02-26 17:47:01 -05:00
3d6caea6c4
Added the timeathome feature using infer_home_location.py as interim file.
2021-02-24 16:57:25 -05:00
84a8a93082
Initial support for a config schema
2021-02-21 19:55:27 -05:00
2e46f56111
Empatica zips must be placed in pid folder and small fixes
2021-02-21 17:32:41 -05:00
a26a44819a
Add stats features for empatica bvp, eda, ibi, temp
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Fix Snakefile file indentention
2021-02-21 17:32:41 -05:00
4469cfd6bb
add stats features for bvp, eda, ibi, temp
2021-02-21 17:32:41 -05:00
c6dc7e675a
Add stats features for empatica heartrate
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Turn off all empatica compute features
2021-02-21 17:32:41 -05:00
3bb0230bac
Add statistic features for empatica accelerometer
2021-02-21 17:32:41 -05:00
5f5f19866f
implement extract_empatica_data script
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add support for all data types
Fix name comparison of zipped files
2021-02-21 17:32:41 -05:00
4b9857562b
Add support for zip input files
2021-02-21 17:32:41 -05:00
8c726f5d4f
Start empatica support
2021-02-21 17:32:41 -05:00
b67f990816
Add new `FITBIT_DATA_YIELD` `RAPIDS` provider
2021-02-02 18:30:21 -05:00
0b87aa3b36
Fix bug when no error message was displayed for an empty `[PHONE_DATA_YIELD][SENSORS]` when resampling location data
2021-01-27 17:12:53 -05:00
4c1e311135
Add error msg for invalid phone data yield sensors
2021-01-14 14:31:40 -05:00
585bf7bc5d
Add code so new feature providers can be added for the new four sensors
2021-01-14 14:31:40 -05:00
51c7739bfc
Revert "Start support for phone_keyboard"
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This reverts commit dd95b4f941
2020-12-20 16:29:40 -05:00
dd95b4f941
Start support for phone_keyboard
2020-12-14 13:42:22 -05:00
9a0e57301b
Update 4 plots for time_segments
2020-12-03 21:00:32 -05:00
0bd43c139c
Update plot#1: histogram_phone_data_yield
2020-12-01 14:21:33 -05:00
5f51c94ac6
Separate device data configuration and update docs
2020-11-25 19:42:11 -05:00
b4a512faf3
Add analysis example workflow
2020-11-25 16:34:05 -05:00
ced3305ddb
Update R feature scripts to add sensor and provider names automatically
2020-11-25 14:49:42 -05:00
f02ca2624d
Add phone yield sensor
2020-11-24 19:12:16 -05:00
deba6b9e4f
Update sleep summary features for segments
2020-11-23 12:01:00 -05:00
a71efd6b85
Split FITBIT_STEPS into FITBIT_STEPS_SUMMARY and FITBIT_STEPS_INTRADAY
2020-11-11 21:16:48 -05:00
Meng Li
kirtirajk
JulioV
nikunjgoel95
Joe Kim
Juseong Kim