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
1c57320ab3
Update segment labels and fix the bug when we do not have any labels for event segments
2021-06-29 09:49:24 -04:00
809845143f
Test & fix bugs of sleep intraday features
2021-04-27 14:40:14 -04:00
8414977331
Fix the bug of utils.py when one participant have multi timezones
2021-04-03 21:20:10 -04:00
1ea5b74eff
Fix the bug of utils.py when one participant have multi timezones
2021-03-31 19:34:14 -04:00
d0858f8833
Fix overlapping periodic time 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
fb054b539f
Add support for multiple time zones
2021-03-11 14:35:34 -05:00
8377c12efb
Add sleep intraday features with RAPIDS provider
2021-02-26 17:47:01 -05:00
25a3492eba
Drop rows without "assigned_segments" column before feature extraction
2021-01-21 19:41:17 -05:00
797de54b34
Fix merge bug of fetch_provider_features() function
2021-01-21 14:58:31 -05:00
05627296f4
Fix filter_data_by_segment bug
2020-12-12 17:10:59 -05:00
614e759551
Refactor day segments to time segments
2020-12-02 18:41:03 -05:00
016bdbfe8c
Update Python feature scripts to add sensor and provider names automatically
2020-11-30 14:42:19 -05:00
d3241c79f1
Update filter_data_by_segment() function: call chunk_episodes() inside the filter function
2020-11-19 17:27:53 -05:00
25e1f1fbb5
Update Python chunk_episodes
2020-10-26 18:47:57 -04:00
c78ccfced7
Remove microseconds from chuncked date times
2020-10-26 15:03:31 -04:00
2b7bd0ae6e
Modify output format of chunk_episodes() function
2020-10-26 13:00:53 -04:00
8c0f6a000d
Fix chunk_episodes() bugs: set segment_start_timestamp as int
2020-10-19 19:36:26 -04:00
24bf62a7ab
Update file names
2020-10-19 15:07:12 -04:00
236b1cd809
Update AR module for segments; Refactor input format
2020-10-07 18:11:06 -04:00
bccc9a0697
Move deduplicate_episodes() function into chunk_episodes() function; rename "time_diff" with duration
2020-09-29 18:05:25 -04:00
f1717e59e7
Update screen&battery episodes features with different segment format
2020-09-29 17:13:34 -04:00
a6b99259f7
Fix bug when filtering by day segment and there are no rows belonging to that segment
2020-09-28 15:53:38 -04:00
9e15f46fc3
Update day segment format
2020-09-28 11:38:47 -04:00
f806cb44ac
Fix the bug of screen duration features for different segments
2020-09-18 20:25:29 -04:00
681a77f23c
Clean utils.py
2020-09-01 12:02:31 -04:00
011b9736d5
Refactor the function to fetch provider features
2020-08-28 17:40:23 -04:00
b0f1477d7e
Migrate location providers to new file structure and segments
2020-08-28 13:53:00 -04:00
Meng Li
JulioV