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  • ec7cd09a09 Ignore presentation. junos 2023-03-01 13:37:10 +0100
  • 8a532fa95a Add a ML pipeline script to develop a whole pipeline. Primoz 2023-02-23 10:41:36 +0100
  • bccc1cd1de Clean and fix Preprocessing module. Primoz 2023-02-23 10:40:58 +0100
  • 9ed863b7a1 Add a CrossValidation module with all the required methods. Primoz 2023-02-23 10:40:17 +0100
  • f69cb25266 Add planning comments. Primoz 2023-02-22 18:12:52 +0100
  • 7f6ae9b323 Add imputation and One-Hot Encoding Methods. Primoz 2023-02-22 18:05:01 +0100
  • 8f6cb3f444 Add preprocessing class. Primoz 2023-02-22 13:44:03 +0100
  • ef12f64fe5 Add feature selection Class skeleton. Primoz 2023-02-20 11:51:34 +0100
  • 63741c3627 Add feature selection pipeline script with initail plan. Primoz 2023-02-15 12:27:39 +0100
  • 0a98bab78d Ignore existing data. screen_sequences Primoz 2023-02-10 11:04:46 +0100
  • 806ca1b37d Added excel intermediate scores file Primoz 2023-02-06 14:02:24 +0100
  • d06da18c26 Fix error with method name. Primoz 2023-02-06 11:54:54 +0100
  • 93a34986d9 Comment code sections and change to pd.concatinate method. Primoz 2023-02-06 11:31:21 +0100
  • 08e81610a9 Fix method params Primoz 2023-02-06 11:21:17 +0100
  • ef78f179cd Add neccessary parameters to plot method. Primoz 2023-02-06 11:19:04 +0100
  • afeb7b4872 Remove data_yield from features. Primoz 2023-02-06 11:16:53 +0100
  • ea3f805ba7 Change ML model and ddd CV to sequential feat_select. Add std lines to plots. Primoz 2023-02-06 11:09:15 +0100
  • e3aef2dae7 Add save to file code, and todo comment Primoz 2023-02-01 15:13:57 +0100
  • b286753696 Add vizualization sections for sequential addition of sensors' features. Primoz 2023-02-01 13:51:56 +0100
  • 07ef72dec5 Implement algorithm for sequential adding of the most important features. Primoz 2023-01-25 14:19:29 +0100
  • 85e572fca0 Expand analysis of the features (individualy and by sensor groups). Primoz 2023-01-23 16:32:07 +0100
  • 6a98c8cdcf Prepare scripts for feature importance analysis. Primoz 2023-01-19 16:20:43 +0100
  • d263b32564 Temp: remove stratified logo from ml pipeline. Primoz 2023-01-19 09:26:55 +0100
  • ad2fab133f Explore features with Entropy and IG. Primoz 2023-01-13 17:08:56 +0100
  • 72fdd9c5ec Use stratified downsampling. junos 2023-01-04 21:25:42 +0100
  • b0b9edccc4 Unhide jupyter code cells and outputs. junos 2023-01-04 21:25:12 +0100
  • 61d786b2ca Describe LOSO results. junos 2023-01-04 20:38:05 +0100
  • 37eada4a2e Present results for stressful events. junos 2023-01-04 20:00:08 +0100
  • af6843634c Update RAPIDS submodule. junos 2023-01-04 18:22:53 +0100
  • 8bbe0b2ba8 Merge branch 'ml_pipeline' of repo.ijs.si:junoslukan/straw2analysis into ml_pipeline junos 2023-01-04 18:19:43 +0100
  • 1516d1c000 Cluster by demand_control_ratio_quartile. junos 2023-01-04 18:16:14 +0100
  • 339142ff31 Add expl stress event script and other changes. Primoz 2022-12-21 15:02:25 +0100
  • adcb823d3f Add stress event duration exploration script. Primoz 2022-12-15 16:43:40 +0100
  • a61ab9ee51 Add feature importance check. Primoz 2022-12-15 16:43:13 +0100
  • 164d12ed2f Add undersampling method (with on/off parameter). Primoz 2022-12-13 17:01:46 +0100
  • 0a45e35164 Remove unused imports prt. 2. Primoz 2022-12-09 13:56:42 +0100
  • 78b6e7fa07 Remove unused imports from ML pipeline scripts. Primoz 2022-12-09 13:53:16 +0100
  • 6507b053c5 Add StrtifiedKFold with shuffling as a default CV method. Primoz 2022-12-09 13:46:13 +0100
  • ac03b36c0f Add files to .gitignore and add files path for stressfulness event. Primoz 2022-12-09 13:44:20 +0100
  • 2bb95657d8 Finish classification presentation. junos 2022-12-08 10:02:13 +0100
  • 852e17afbe Define classification models method. junos 2022-12-08 10:00:14 +0100
  • 509707855e Prepare classification presentation. junos 2022-12-07 21:43:34 +0100
  • 8ea0c1834c Present event stressfulness results. junos 2022-12-07 21:26:35 +0100
  • 8131626c4a Include more metrics in regression helper methods. junos 2022-12-07 21:25:05 +0100
  • 95ab66fd81 Move to presentation. junos 2022-12-07 21:24:20 +0100
  • 525496418f Configure jupytext. junos 2022-12-07 16:22:41 +0100
  • 12f2c927fa Merge branch 'ml_pipeline' of repo.ijs.si:junoslukan/straw2analysis into ml_pipeline junos 2022-12-07 15:36:52 +0100
  • 71e1fcf8ca Save results. junos 2022-12-07 15:33:18 +0100
  • cf0e4f89be Test nonstandardized data with regular classification pipeline. Primoz 2022-11-29 14:06:06 +0100
  • 7504aa34cf Add additional categorical features (uncomment). Primoz 2022-11-28 13:42:46 +0100
  • 9a218c8e2a Add a script for two class train test split clustering classification. Primoz 2022-11-25 14:44:11 +0100
  • 98f78d72fc Create a classification models class and use it in the ml pipeline script. Primoz 2022-11-25 12:35:45 +0100
  • 218b684514 Automize clustering classification logic and add parameters at the begining of the scripts. General changes and improvements. Primoz 2022-11-24 16:12:20 +0100
  • ddde80b421 Add classification with clustering ml pipeline script. Primoz 2022-11-24 09:24:13 +0100
  • 7afef5582f Add TEMP lime_survey cols Primoz 2022-11-22 14:44:33 +0100
  • 183758cd37 Improve general ml classification pipeline script. Primoz 2022-11-22 14:31:49 +0100
  • 40029a8205 Add a script for ml classification pipeline. Primoz 2022-11-21 14:47:19 +0100
  • ae0f54ecc2 Combine different segment scripts and set ml pipeline as a regression problem. Primoz 2022-11-21 11:41:11 +0100
  • 8defb271c9 Extend ml pipeline scripts with two additional CV methods. Primoz 2022-11-21 11:23:47 +0100
  • ae2d7a038d Present results. junos 2022-11-16 21:36:43 +0100
  • 389198b17f Prepare data in a separate step. junos 2022-11-16 19:34:18 +0100
  • c462d55096 Update function with imputation already handled. junos 2022-11-16 18:18:12 +0100
  • a5c09a292f Move function to helper.py junos 2022-11-16 18:13:30 +0100
  • 848416bf6a Merge branch 'master' into ml_pipeline junos 2022-11-16 17:46:01 +0100
  • b59798df26 Add a new file tailored for stressfulness event regression. Primoz 2022-11-16 14:49:40 +0100
  • 87ebb9f296 Delete files ... add to gitignore Primoz 2022-11-16 11:08:03 +0100
  • 1d8dcf8b21 Add 30 min features data and modify script. Primoz 2022-11-02 15:16:19 +0100
  • 9f7fa0c8e0 Add 18 hour daily data and slightly modify jupyter script. Primoz 2022-10-18 10:29:59 +0200
  • cdff4da930 Merge branch 'ml_pipeline' of https://repo.ijs.si/junoslukan/straw2analysis into ml_pipeline Primoz 2022-10-17 22:15:17 +0200
  • ad5f50babe Correctly imputed data uploaded on STRAW (all targets) Primoz 2022-10-12 12:48:10 +0200
  • 466cd3dc23 Processing of a newly cleaned script. Addition of two ML models. And modifications with one hot encoding. Primoz 2022-10-10 16:47:00 +0200
  • 2d2f0b916f Prepare a function to run all models from an input. junos 2022-08-31 18:46:14 +0200
  • 1dcd060211 Merge branch 'rapids' junos 2022-08-31 16:20:42 +0200
  • 8b8d626cf0 Merge branch 'ml_pipeline' into rapids rapids junos 2022-08-31 16:20:11 +0200
  • 75782a53c2 Ignore some more data and commit RAPIDS submodule. junos 2022-08-31 16:13:47 +0200
  • 27b2282ee0 Datasets (phone&E4 features) and Jupyter script of regression models. Primoz 2022-08-24 16:18:40 +0200
  • a8fd96d2f1 Add analysis using RAPIDS. junos 2022-08-23 16:41:41 +0200
  • 79fd5298be Update RAPIDS. junos 2022-03-16 19:20:25 +0100
  • ff006c0834 Update RAPIDS. junos 2022-03-16 15:52:19 +0100
  • 6295cc8e91 Add baseline data capabilities. junos 2022-02-04 18:39:32 +0100
  • 360ec7de4b Update RAPIDS. junos 2022-02-04 17:20:11 +0100
  • e177b15058 Clean features across participants. junos 2022-01-19 13:41:09 +0100
  • 832eb6137e ML with RAPIDS and missing values. junos 2022-01-19 12:53:03 +0100
  • 702b091d73 Read RAPIDS features and create columns. junos 2022-01-07 17:00:12 +0100
  • 257a044227 Update RAPIDS. junos 2022-01-07 12:22:50 +0100
  • ae358f1e24 Various improvements of RAPIDS. junos 2021-12-15 20:22:22 +0100
  • 4dee4b6fc1 Add info about updating RAPIDS. junos 2021-12-15 20:21:59 +0100
  • ed3483ace4 Update RAPIDS to v1.7.1. junos 2021-12-15 18:35:26 +0100
  • de10269d36 Export categories and add csv. junos 2021-12-15 18:26:20 +0100
  • 7e8e922d71 Debugging of RAPIDS. junos 2021-12-15 18:25:53 +0100
  • c4aacfffe1 Debug a ValueError in RAPIDS and add demo. junos 2021-12-15 16:03:49 +0100
  • 2e1e771b3d Correct errors in RAPIDS config. junos 2021-12-09 17:34:37 +0100
  • 54c712b1cd Further adapts RAPIDS and add graphical examples. junos 2021-12-08 19:20:53 +0100
  • 375cb10c1e Adapt RAPIDS for our use case. junos 2021-12-08 18:39:10 +0100
  • 689535e444 Add rules for usernames and timezones. junos 2021-12-01 18:22:56 +0100
  • f5c17aa7ce Incorporate DB query for usernames into snakemake workflow. junos 2021-12-01 18:14:27 +0100
  • 7d0355d095 Gather usernames from DB to create CSV. junos 2021-12-01 17:22:22 +0100
  • 6eca98962f Export timezone info, too. junos 2021-12-01 17:08:24 +0100
  • 0e6a18a660 Prepare data for export to CSV. junos 2021-12-01 16:48:17 +0100
  • cf3801b120 Import participants' wristband info. junos 2021-12-01 11:55:58 +0100