Primoz
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339142ff31
|
Add expl stress event script and other changes.
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2022-12-21 15:02:25 +01:00 |
|
Primoz
|
adcb823d3f
|
Add stress event duration exploration script.
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2022-12-15 16:43:40 +01:00 |
|
Primoz
|
a61ab9ee51
|
Add feature importance check.
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2022-12-15 16:43:13 +01:00 |
|
Primoz
|
164d12ed2f
|
Add undersampling method (with on/off parameter).
|
2022-12-13 17:01:46 +01:00 |
|
Primoz
|
0a45e35164
|
Remove unused imports prt. 2.
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2022-12-09 13:56:42 +01:00 |
|
Primoz
|
78b6e7fa07
|
Remove unused imports from ML pipeline scripts.
|
2022-12-09 13:53:16 +01:00 |
|
Primoz
|
6507b053c5
|
Add StrtifiedKFold with shuffling as a default CV method.
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2022-12-09 13:46:13 +01:00 |
|
Primoz
|
ac03b36c0f
|
Add files to .gitignore and add files path for stressfulness event.
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2022-12-09 13:44:20 +01:00 |
junos
|
509707855e
|
Prepare classification presentation.
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2022-12-07 21:43:34 +01:00 |
|
junos
|
8ea0c1834c
|
Present event stressfulness results.
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2022-12-07 21:26:35 +01:00 |
|
junos
|
8131626c4a
|
Include more metrics in regression helper methods.
|
2022-12-07 21:25:05 +01:00 |
|
junos
|
95ab66fd81
|
Move to presentation.
|
2022-12-07 21:24:20 +01:00 |
|
junos
|
525496418f
|
Configure jupytext.
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2022-12-07 16:22:41 +01:00 |
|
junos
|
12f2c927fa
|
Merge branch 'ml_pipeline' of repo.ijs.si:junoslukan/straw2analysis into ml_pipeline
# Conflicts:
# exploration/ml_pipeline_daily.py - deleted
|
2022-12-07 15:36:52 +01:00 |
|
junos
|
71e1fcf8ca
|
Save results.
|
2022-12-07 15:33:18 +01:00 |
|
Primoz
|
cf0e4f89be
|
Test nonstandardized data with regular classification pipeline.
|
2022-11-29 14:06:06 +01:00 |
|
Primoz
|
7504aa34cf
|
Add additional categorical features (uncomment).
|
2022-11-28 13:42:46 +01:00 |
|
Primoz
|
9a218c8e2a
|
Add a script for two class train test split clustering classification.
|
2022-11-25 14:44:11 +01:00 |
|
Primoz
|
98f78d72fc
|
Create a classification models class and use it in the ml pipeline script.
|
2022-11-25 12:35:45 +01:00 |
|
Primoz
|
218b684514
|
Automize clustering classification logic and add parameters at the begining of the scripts. General changes and improvements.
|
2022-11-24 16:12:20 +01:00 |
|
Primoz
|
ddde80b421
|
Add classification with clustering ml pipeline script.
|
2022-11-24 09:24:13 +01:00 |
|
Primoz
|
7afef5582f
|
Add TEMP lime_survey cols
|
2022-11-22 14:44:33 +01:00 |
|
Primoz
|
183758cd37
|
Improve general ml classification pipeline script.
|
2022-11-22 14:31:49 +01:00 |
|
Primoz
|
40029a8205
|
Add a script for ml classification pipeline.
|
2022-11-21 14:47:19 +01:00 |
|
Primoz
|
ae0f54ecc2
|
Combine different segment scripts and set ml pipeline as a regression problem.
|
2022-11-21 11:41:11 +01:00 |
|
Primoz
|
8defb271c9
|
Extend ml pipeline scripts with two additional CV methods.
|
2022-11-21 11:23:47 +01:00 |
|
junos
|
ae2d7a038d
|
Present results.
|
2022-11-16 21:36:43 +01:00 |
|
junos
|
389198b17f
|
Prepare data in a separate step.
Change categorical features.
|
2022-11-16 19:34:18 +01:00 |
|
junos
|
c462d55096
|
Update function with imputation already handled.
|
2022-11-16 18:18:12 +01:00 |
|
junos
|
a5c09a292f
|
Move function to helper.py
|
2022-11-16 18:13:30 +01:00 |
|
junos
|
848416bf6a
|
Merge branch 'master' into ml_pipeline
# Conflicts:
# .gitignore
# rapids
|
2022-11-16 17:46:01 +01:00 |
|
Primoz
|
b59798df26
|
Add a new file tailored for stressfulness event regression.
|
2022-11-16 14:49:40 +01:00 |
|
Primoz
|
87ebb9f296
|
Delete files ... add to gitignore
|
2022-11-16 11:08:03 +01:00 |
|
Primoz
|
1d8dcf8b21
|
Add 30 min features data and modify script.
|
2022-11-02 15:16:19 +01:00 |
|
Primoz
|
9f7fa0c8e0
|
Add 18 hour daily data and slightly modify jupyter script.
|
2022-10-18 10:29:59 +02:00 |
|
Primoz
|
cdff4da930
|
Merge branch 'ml_pipeline' of https://repo.ijs.si/junoslukan/straw2analysis into ml_pipeline
|
2022-10-17 22:15:17 +02:00 |
|
Primoz
|
ad5f50babe
|
Correctly imputed data uploaded on STRAW (all targets)
|
2022-10-12 12:48:10 +02:00 |
|
Primoz
|
466cd3dc23
|
Processing of a newly cleaned script. Addition of two ML models. And modifications with one hot encoding.
|
2022-10-10 16:47:00 +02:00 |
|
junos
|
2d2f0b916f
|
Prepare a function to run all models from an input.
|
2022-08-31 18:46:14 +02:00 |
|
junos
|
1dcd060211
|
Merge branch 'rapids'
|
2022-08-31 16:20:42 +02:00 |
|
junos
|
8b8d626cf0
|
Merge branch 'ml_pipeline' into rapids
# Conflicts:
# exploration/ex_ml_pipeline.py
|
2022-08-31 16:20:11 +02:00 |
|
junos
|
75782a53c2
|
Ignore some more data and commit RAPIDS submodule.
|
2022-08-31 16:13:47 +02:00 |
|
Primoz
|
27b2282ee0
|
Datasets (phone&E4 features) and Jupyter script of regression models.
|
2022-08-24 16:18:40 +02:00 |
|
junos
|
a8fd96d2f1
|
Add analysis using RAPIDS.
|
2022-08-23 16:41:41 +02:00 |
|
junos
|
79fd5298be
|
Update RAPIDS.
|
2022-03-16 19:20:25 +01:00 |
|
junos
|
ff006c0834
|
Update RAPIDS.
|
2022-03-16 15:52:19 +01:00 |
|
junos
|
6295cc8e91
|
Add baseline data capabilities.
|
2022-02-04 18:39:32 +01:00 |
|
junos
|
360ec7de4b
|
Update RAPIDS.
|
2022-02-04 17:20:11 +01:00 |
|
junos
|
e177b15058
|
Clean features across participants.
Explore the best linear regression feature.
|
2022-01-19 13:41:09 +01:00 |
|
junos
|
832eb6137e
|
ML with RAPIDS and missing values.
|
2022-01-19 12:53:03 +01:00 |