Primoz
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98f78d72fc
|
Create a classification models class and use it in the ml pipeline script.
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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
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ddde80b421
|
Add classification with clustering ml pipeline script.
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2022-11-24 09:24:13 +01:00 |
|
Primoz
|
7afef5582f
|
Add TEMP lime_survey cols
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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.
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2022-11-21 14:47:19 +01:00 |
|
Primoz
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ae0f54ecc2
|
Combine different segment scripts and set ml pipeline as a regression problem.
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2022-11-21 11:41:11 +01:00 |
|
Primoz
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8defb271c9
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Extend ml pipeline scripts with two additional CV methods.
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2022-11-21 11:23:47 +01:00 |
junos
|
ae2d7a038d
|
Present results.
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2022-11-16 21:36:43 +01:00 |
|
junos
|
389198b17f
|
Prepare data in a separate step.
Change categorical features.
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2022-11-16 19:34:18 +01:00 |
|
junos
|
c462d55096
|
Update function with imputation already handled.
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2022-11-16 18:18:12 +01:00 |
|
junos
|
a5c09a292f
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Move function to helper.py
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2022-11-16 18:13:30 +01:00 |
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junos
|
848416bf6a
|
Merge branch 'master' into ml_pipeline
# Conflicts:
# .gitignore
# rapids
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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
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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 |
|
junos
|
702b091d73
|
Read RAPIDS features and create columns.
|
2022-01-07 17:00:12 +01:00 |
|
junos
|
257a044227
|
Update RAPIDS.
|
2022-01-07 12:22:50 +01:00 |
|
junos
|
ae358f1e24
|
Various improvements of RAPIDS.
|
2021-12-15 20:22:22 +01:00 |
|
junos
|
4dee4b6fc1
|
Add info about updating RAPIDS.
|
2021-12-15 20:21:59 +01:00 |
|
junos
|
ed3483ace4
|
Update RAPIDS to v1.7.1.
|
2021-12-15 18:35:26 +01:00 |
|
junos
|
de10269d36
|
Export categories and add csv.
|
2021-12-15 18:26:20 +01:00 |
|
junos
|
7e8e922d71
|
Debugging of RAPIDS.
|
2021-12-15 18:25:53 +01:00 |
|
junos
|
c4aacfffe1
|
Debug a ValueError in RAPIDS and add demo.
|
2021-12-15 16:03:49 +01:00 |
|
junos
|
2e1e771b3d
|
Correct errors in RAPIDS config.
|
2021-12-09 17:34:37 +01:00 |
|
junos
|
54c712b1cd
|
Further adapts RAPIDS and add graphical examples.
|
2021-12-08 19:20:53 +01:00 |
|
junos
|
375cb10c1e
|
Adapt RAPIDS for our use case.
|
2021-12-08 18:39:10 +01:00 |
|
junos
|
689535e444
|
Add rules for usernames and timezones.
|
2021-12-01 18:22:56 +01:00 |
|
junos
|
f5c17aa7ce
|
Incorporate DB query for usernames into snakemake workflow.
|
2021-12-01 18:14:27 +01:00 |
|
junos
|
7d0355d095
|
Gather usernames from DB to create CSV.
|
2021-12-01 17:22:22 +01:00 |
|
junos
|
6eca98962f
|
Export timezone info, too.
|
2021-12-01 17:08:24 +01:00 |
|
junos
|
0e6a18a660
|
Prepare data for export to CSV.
|
2021-12-01 16:50:43 +01:00 |
|
junos
|
cf3801b120
|
Import participants' wristband info.
|
2021-12-01 11:55:58 +01:00 |
|
junos
|
578f5ed5f3
|
Start preparing the true usernames CSV file.
|
2021-12-01 11:29:22 +01:00 |