Commit Graph

58 Commits (a47eb6823b7b3b48daeaf6043370c5738282bb06)

Author SHA1 Message Date
JulioV 36017d5dca Refactor Snakefile and docs. Rename SMS scripts 2020-06-23 11:33:34 -04:00
nikunjgoel95 1409de2832 Added Converstion Features.
Updated config.yaml, Snakefile, Features.Snakefile and documentation.
2020-06-19 01:27:28 -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 12302a9486 Change path of cleaned features in Snakefile 2020-05-15 18:10:36 -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 7cbb227214 Add modeling module 2020-04-29 18:53:54 -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 77d41639d8 Fix bug of params in Snakefile for days_to_analyse 2020-04-16 14:42:44 -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
JulioV 010114c1aa Add wifi features 2020-04-13 13:24:52 -04:00
Meng Li ea46df63d5 Get targets
Co-authored-by: JulioV <juliovhz@gmail.com>
2020-03-26 17:27:23 -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
Meng Li aba9f13332 Add merge metrics module for analysis rules 2020-03-09 13:32:14 -04:00
JulioV ccc283db16 Add day segment parameter to location barnett rule 2020-03-05 10:32:38 -05:00
Meng Li fa9029b090 Add overall compliance heatmap for last 7 days 2020-02-25 13:27:17 -05:00
Meng Li 0840235280 Add applications_foreground features 2020-02-07 11:52:55 -05:00
Meng Li 770764ec8a Add heartrate features 2020-02-07 11:35:15 -05:00
Echhit Joshi d82fa0d217 Add Fitbit steps feature extraction 2020-01-29 16:22:53 -05:00
JulioV 9d00f14f7f Add category (genre) to foreground apps 2020-01-15 18:28:56 -05:00
Meng Li 34c4586e4d Add fitbit raw data and datetime 2020-01-15 17:18:10 -05:00
Meng Li ad514b5d40 Add accelerometer features 2020-01-15 14:15:24 -05:00
Meng Li 2b4e29ce6e Add light features 2020-01-14 09:51:39 -05:00
JulioV a67eeda255 Update clean rule 2019-12-18 17:50:58 -05:00
JulioV 3fbc1b5b92 Add html compliance report 2019-12-18 15:23:42 -05:00
JulioV c411f99cc6 Add clean rule and packrat snakemake file 2019-12-18 00:28:23 -05:00
Meng Li 975dc80c4b Change the input of compliance_heatmap.py 2019-12-04 15:32:20 -05:00
JulioV 4d52e2d980 Fix bugs with empty dataframes in screen and gar metrics 2019-12-04 12:04:20 -05:00
JulioV 15a9e33728 Add phone sensed bins (sensor row count for every n min bin) 2019-12-04 11:33:25 -05:00
JulioV e6d418cd14 Add google activity recognition deltas 2019-11-27 15:53:37 -05:00
JulioV 9750353f5b Add screen deltas 2019-11-27 15:27:48 -05:00
Meng Li 71e4ab3e5c Extract screen features 2019-11-27 14:25:17 -05:00
Meng Li 99d387a7a4 Add day epochs to battery metrics and fix some of them 2019-11-25 12:53:32 -05:00
Echhit Joshi c5a0c1e0d6 Updated G_A_R features with epochs 2019-11-18 14:22:08 -05:00
Meng Li 54d8084db6 Add battery daily features and daily consumption rate plot 2019-11-08 12:18:21 -05:00
JulioV cf9de4dedd Refactor sms metrics to produce a single file 2019-11-06 15:38:08 -05:00
JulioV 1d1c8e6bf1 Refactor call features to produce a single file 2019-11-06 14:47:33 -05:00
JulioV 79e126bc92 Rename activity recognition rule and script and update conda env 2019-11-06 14:46:23 -05:00
JulioV 9d397a7c71 Merge branch 'master' of https://github.com/JulioV/moshi-aware 2019-11-06 14:26:59 -05:00
Echhit Joshi bdbb1904c2 Add google activity recognition features 2019-11-06 13:34:47 -05:00
JulioV 09ed38d0e7 Change barnett location features file name 2019-11-06 12:32:35 -05:00
JulioV 911e183c26 Add bluetooth features 2019-11-06 12:19:30 -05:00
JulioV 13a6537b14 Add Barnett's location features 2019-11-05 15:17:20 -05:00
JulioV cca1633728 Add valid sensed days 2019-11-05 12:34:22 -05:00