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188 Commits (0d81ad5756c54f03b2b200b801672b9eb39f27d5)

Author SHA1 Message Date
Primoz 001d400729 Clean features and create input files based on all possible targets. 2022-10-06 14:28:12 +00:00
Primoz eaf4340afd Small imputation and cleaning corrections. 2022-09-20 08:03:48 +00:00
Primoz 18b63127de Removed all standardizaton rules and configurations. 2022-09-19 06:16:26 +00:00
Primoz f78aa3e7b3 Preparation for cleaning & imputation 2022-08-26 10:56:14 +00:00
Primoz a620def209 Generate standardized model input files (NOTE: commented unstandardized sections!) 2022-08-24 13:42:39 +00:00
Primoz 6ba4a66deb Squashed commit of the following: 
commit 31a47a5ee4569264e39d7c445525a6e64bb7700a
Author: Primoz <sisko.primoz@gmail.com>
Date:   Wed Jul 20 13:49:22 2022 +0000

    Environment version change.

commit 5b274ed8993f58e783bda6d82fce936764209c28
Author: Primoz <sisko.primoz@gmail.com>
Date:   Tue Jul 19 16:10:07 2022 +0000

    Enabled cleaning for all participants + standardization files.

commit 203fdb31e0f3c647ef8c8a60cb9531831b7ab924
Author: Primoz <sisko.primoz@gmail.com>
Date:   Tue Jul 19 14:14:51 2022 +0000

    Features cleaning fixes after testing. Visualization script for phone features values.

commit 176178d73b154c30b9eb9eb4a67514f00d6a924e
Author: Primoz <sisko.primoz@gmail.com>
Date:   Tue Jul 19 09:05:14 2022 +0000

    Revert "Necessary config changes."

    This reverts commit 6ec1ef50430d2e1f5ce4670d505d5e84ac47f0a0.

commit 26ea6512c9d512f95837e7b047fe510c1d196403
Author: Primoz <sisko.primoz@gmail.com>
Date:   Mon Jul 18 13:19:47 2022 +0000

    Adding cleaning function condition and cleaning functionality.

commit 575c29eef9c21e6f2d7832871e73bc0941643734
Author: Primoz <sisko.primoz@gmail.com>
Date:   Mon Jul 18 12:51:56 2022 +0000

    Translation of the cleaning individual RAPIDS function from R to py.

commit 6ec1ef50430d2e1f5ce4670d505d5e84ac47f0a0
Author: Primoz <sisko.primoz@gmail.com>
Date:   Mon Jul 18 12:02:18 2022 +0000

    Necessary config changes.

commit b5669f51612fbd8378848615d639677851ab032f
Author: Primoz <sisko.primoz@gmail.com>
Date:   Fri Jul 15 15:26:00 2022 +0000

    Modified snakemake rule to dynamically choose script extention.

commit 66636be1e8ae4828228b37c59b9df1faf3fc3d3d
Author: Primoz <sisko.primoz@gmail.com>
Date:   Fri Jul 15 14:43:08 2022 +0000

    Trying to modify the snakefile rule to execute scripts in two languages depended on the provider.

commit 574778b00f3cbb368ef4bc74de15cf5070c65ea9
Author: Primoz <sisko.primoz@gmail.com>
Date:   Fri Jul 15 09:49:41 2022 +0000

    gitignore: adding required files so that RAPIDS can be run successfully.

commit 71018ab178256970535e78961602ab8c7f0ebb14
Author: Primoz <sisko.primoz@gmail.com>
Date:   Fri Jul 15 08:34:19 2022 +0000

    Standardization bug fixes

commit 6253c470a624e6bfbb02e0c453b652452eb2dbbc
Author: Primoz <sisko.primoz@gmail.com>
Date:   Thu Jul 14 15:28:02 2022 +0000

    Seperate rules for empatica vs. nonempatica standardization.
    Parameter in config that controls the creation of standardized merged files for individual and all participants..

commit 90f902778565e0896d3bae22ae8551be8b487e67
Author: Primoz <sisko.primoz@gmail.com>
Date:   Tue Jul 12 14:23:03 2022 +0000

    Preparing for final csvs' standardization.

commit d25dde3998786a9a582f5cda544ee104386778f9
Author: Primoz <sisko.primoz@gmail.com>
Date:   Mon Jul 11 12:08:47 2022 +0000

    Revert "Changes in config to be reverted."

    This reverts commit bea7608e7095021fb7c53a9afa07074448fe4313.

commit 6b23e70857e63deda98eb98d190af9090626c84b
Author: Primoz <sisko.primoz@gmail.com>
Date:   Mon Jul 11 12:08:26 2022 +0000

    Enabled standardization for rest (previously active)  phone features.
    Testing still needed.

commit 8ec58a6f34ba3d42e5cc71d26e6d91837472ca5f
Author: Primoz <sisko.primoz@gmail.com>
Date:   Mon Jul 11 09:07:55 2022 +0000

    Enabled standardization for phone calls.
    All steps completed and tested.

commit bea7608e7095021fb7c53a9afa07074448fe4313
Author: Primoz <sisko.primoz@gmail.com>
Date:   Mon Jul 11 07:47:51 2022 +0000

    Changes in config to be reverted.

commit 4e84ca0e51bf709bff56fd09437b95310ec6bedd
Author: Primoz <sisko.primoz@gmail.com>
Date:   Fri Jul 8 14:11:24 2022 +0000

    Standardization for the rest of the features.

commit cc581aa788e3d5c17131af8f3d5dd6b0c3b5aff7
Author: Primoz <sisko.primoz@gmail.com>
Date:   Fri Jul 8 14:11:08 2022 +0000

    README update again
 2022-07-20 13:51:22 +00:00
Primoz 5a777ac79f Working version that integrates both phone and empatica feature calculations. 2022-07-07 15:00:47 +00:00
Primoz 887fd7dc72 Merge branch 'empatica_calculating_features' 2022-07-06 11:53:21 +00:00
Primoz 9ea39dc557 Standardization as a Snakefile's rule enabled for all E4 sensors. 2022-06-13 18:17:30 +00:00
Primoz 402059871f Making standardization as a rule. WIP: done only for BVP. 2022-06-13 14:12:03 +00:00
Primoz bb62497ba6 Patching IBI with BVP - selecting appropriate pipeline entry point. WIP 2022-05-24 11:07:18 +00:00
Primoz 2a8f58f5c8 Patching IBI with BVP. WIP 2022-05-20 13:18:45 +00:00
junos 4ad261fae5 Rename baseline features AGAIN. 
Correct other mistakes.
 2022-04-12 16:55:01 +02:00
junos 570d2eb656 Add the file for population model to Snakefile. 2022-04-12 14:11:40 +02:00
junos 50c0defca7 Select target columns (no parsing necessary). 2022-04-06 18:16:49 +02:00
junos ac86221662 [WIP] Add a rule to parse targets. 
Does nothing for now.
 2022-04-06 17:47:03 +02:00
junos baa94c4c4e Correct additional error in feature file naming. 
Add the final feature file to the list in Snakefile.
 2022-04-06 17:29:17 +02:00
junos f50a13167e Add feature files back to Snakefile. 2022-04-05 18:37:58 +02:00
junos e84c35a36a Remove unnecessary parameters from preprocess_esm. 
And correct the newly named interim file.
 2022-04-05 18:36:09 +02:00
junos 99245afca3 Try a different approach for preprocessing ESMs. 
It is important that this follows generic RAPIDS pattern.
In the subsequent step of calculating features,
there is an expected file and folder structure of data/interim.
See rules/common.smk/find_features_files()
 2022-04-05 18:02:31 +02:00
junos 7173ca13e3 Rename a parameter. 2022-03-30 10:40:53 +02:00
junos 8ed7d23348 Merge branch 'labels' into run_test_participant 2022-03-16 17:56:07 +01:00
junos 679f00dc19 Enable selecting any questionnaire as target. 2022-03-16 17:55:44 +01:00
junos 3e9cdde66e Merge branch 'master' into run_test_participant 2022-03-16 17:27:50 +01:00
junos 83a8bb6689 Add an option to disable calculation of baseline features. 2022-03-16 15:51:12 +01:00
Primoz dc2b462145 Reseting files to defaults - for Minimal Working Example 2022-03-16 13:30:19 +00:00
junos d470eef27e Add a rule to preprocess and clean ESM. 2022-03-09 18:38:46 +01:00
junos 085a6d144b Add files to compute and create an empty script. 2022-03-09 17:32:02 +01:00
junos aedb8b6785 Write questionnaire data to data/interim. 2022-03-01 12:02:36 +01:00
junos 9a74e74d08 Add the baseline features rule to snakefile. 
Correct age calculation for a single value instead of dataframe.
 2022-02-23 18:15:26 +01:00
junos bf9c764c97 Split baseline data to participants. 
And some csv I/O settings.
 2022-02-04 18:37:57 +01:00
junos 16e608db74 First merge baseline datasets. 2022-02-04 18:21:42 +01:00
junos 204f6f50b0 Read the relevant files. 2022-02-04 18:06:02 +01:00
junos 685ed6a546 Set up demographic data download. 2022-02-04 17:37:00 +01:00
Meng Li 5bad3eb8b5
Data cleaning (#166) 
* 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
Meng Li a3fb718aea Refactor PHONE_LOCATIONS DORYAB provider to compute features based on location episodes 2021-09-23 17:40:06 -04:00
Meng Li a8a178486b Refactor PHONE_CALLS RAPIDS provider to compute features based on call episodes or events 2021-09-15 10:28:37 -04:00
Meng Li 4d37696158 Update heatmaps of overall data yield 2021-06-29 09:48:30 -04:00
kirtirajk 4b8698a4c6 adding app_episode with the changes as mentioned in the comments 2021-06-10 14:17:56 -04:00
Meng Li 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
Meng Li edf71e055d Add the EXCLUDE_SLEEP module for steps intraday features 2021-05-21 15:23:21 -04:00
JulioV 9c56422529 Add calories intraday features 2021-04-20 12:00:38 -04:00
JulioV c48c1c8f24 Optimize Barnett's computation multi-day segments 2021-03-28 15:29:07 -04:00
JulioV 4528ab3641 Replace SRC LANGUAGE and FOLDER with SCRIPT 2021-03-14 22:14:13 -04:00
JulioV fae0c2ac05 Swap TABLE for CONTAINER 2021-03-12 18:14:49 -05:00
Meng Li d529490999 Migrate fitbit features to new data stream 2021-03-12 12:38:36 -05:00
JulioV 2ee45995f2 Update config docs and create participant files script 2021-03-11 14:40:33 -05:00
JulioV 1b0ee4bbf0 Add sleep intraday to fitbitjson_mysql 2021-03-11 14:39:20 -05:00
JulioV a420f5ef92 Add sleep summary to fitbitjson_mysql 2021-03-11 14:37:22 -05:00
Meng Li 35968e2fd0 Migrate phone log sensor to new data stream 2021-03-11 14:37:22 -05:00