junos
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1b77fb119c
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Fix an error introduced in ae2ca63bc4.
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2023-07-03 17:17:56 +02:00 |
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junos
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ae2ca63bc4
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Define QUESTIONNAIRE IDs and use them.
Clean up docstrings.
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2023-07-03 17:09:40 +02:00 |
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junos
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96bbe32f56
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Add statistics for some scales.
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2023-07-03 14:50:35 +02:00 |
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junos
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7b0c0037f7
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Add an old script to test JCQ reversal.
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2023-07-03 14:23:55 +02:00 |
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junos
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db06584ddd
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Improve removal of "medium" class.
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2023-05-31 22:46:49 +02:00 |
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junos
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112d968715
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Add baseline features.
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2023-05-31 22:25:39 +02:00 |
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junos
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9cc6bf7c21
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Add PCA for composite target.
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2023-05-31 21:12:21 +02:00 |
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junos
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78807b941c
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Add analysis for composite score of stress.
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2023-05-31 21:00:55 +02:00 |
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junos
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aca84b214d
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Small corrections.
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2023-05-19 03:19:42 +02:00 |
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junos
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aa13123136
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Handle clustering classification the same as other classification models again.
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2023-05-19 03:04:09 +02:00 |
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junos
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c51e0da0f7
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Handle clustering classification the same as other classification models.
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2023-05-19 02:52:56 +02:00 |
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junos
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70232949c3
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Better handling of "medium" category.
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2023-05-19 01:10:30 +02:00 |
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junos
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8a9595c615
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Better handling of input filename again.
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2023-05-18 22:53:58 +02:00 |
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junos
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045b9fa0dc
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Better handling of input filename.
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2023-05-18 19:03:53 +02:00 |
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junos
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bb4445f1a8
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Add bins to output filename.
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2023-05-18 18:58:19 +02:00 |
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junos
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fa45b30955
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Set output path programmatically.
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2023-05-18 18:40:54 +02:00 |
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junos
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b756ed5feb
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Set more parameters as user-specified constants.
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2023-05-18 18:06:32 +02:00 |
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junos
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cad28c3fe8
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Set path programmatically.
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2023-05-18 16:36:46 +02:00 |
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junos
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38a405d378
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Add index when inserting one row.
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2023-05-17 18:13:20 +02:00 |
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junos
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2c5a0b4157
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Label plot axes.
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2023-05-17 16:32:27 +02:00 |
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junos
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a7446cc34a
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Specify columns to aggregate and save figures as pdfs.
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2023-05-16 17:05:43 +02:00 |
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junos
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9417a1b9f1
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Do not break markdown lines.
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2023-05-16 16:37:34 +02:00 |
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junos
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26c7d22b83
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Add an option to save figures.
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2023-05-16 16:17:06 +02:00 |
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junos
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3091328fc5
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Format comments.
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2023-05-11 16:51:38 +02:00 |
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junos
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055e87dbac
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Return scores for classification.
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2023-05-10 23:51:12 +02:00 |
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junos
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f58d20ffc2
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Update classification runner.
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2023-05-10 23:17:44 +02:00 |
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junos
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075fdab9ea
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Select segment and save results.
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2023-05-10 23:00:03 +02:00 |
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junos
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b505fb2b6a
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Thoroughly refactor regression runner.
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2023-05-10 20:30:51 +02:00 |
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junos
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cd5d8b6a10
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Update rapids and add regex=True.
Reformat debug_heatmap.
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2023-05-10 15:12:27 +02:00 |
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junos
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3e38b64b45
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Merge branch 'ml_pipeline'
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2023-05-10 15:02:17 +02:00 |
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junos
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c66e046014
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Use methods in helper.py.
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2023-04-21 21:41:00 +02:00 |
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junos
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48118f125d
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Reformat ml_pipeline_regression.py
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2023-04-21 21:34:54 +02:00 |
Primoz
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865225994b
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Added testing section after feature selection.
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2023-04-20 13:29:14 +02:00 |
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Primoz
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0594993133
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Add GroupKFold to feature selection CV. Start with generic metric calculation procedure.
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2023-04-20 11:20:26 +02:00 |
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Primoz
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1cbc743cf7
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Add kBest method to initially filter out the worst performing features. Update comments.
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2023-04-20 10:12:16 +02:00 |
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Primoz
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ce13a9e13b
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Implement feature selection method which is used in ML pipeline.
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2023-04-19 15:56:34 +02:00 |
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Primoz
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8a532fa95a
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Add a ML pipeline script to develop a whole pipeline.
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2023-02-23 10:41:36 +01:00 |
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Primoz
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ef12f64fe5
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Add feature selection Class skeleton.
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2023-02-20 11:51:34 +01:00 |
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Primoz
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63741c3627
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Add feature selection pipeline script with initail plan.
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2023-02-15 12:27:39 +01:00 |
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Primoz
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806ca1b37d
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Added excel intermediate scores file
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2023-02-06 14:02:24 +01:00 |
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Primoz
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d06da18c26
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Fix error with method name.
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2023-02-06 11:54:54 +01:00 |
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Primoz
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93a34986d9
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Comment code sections and change to pd.concatinate method.
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2023-02-06 11:31:21 +01:00 |
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Primoz
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08e81610a9
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Fix method params
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2023-02-06 11:21:17 +01:00 |
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Primoz
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ef78f179cd
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Add neccessary parameters to plot method.
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2023-02-06 11:19:04 +01:00 |
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Primoz
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afeb7b4872
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Remove data_yield from features.
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2023-02-06 11:16:53 +01:00 |
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Primoz
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ea3f805ba7
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Change ML model and ddd CV to sequential feat_select. Add std lines to plots.
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2023-02-06 11:09:15 +01:00 |
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Primoz
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e3aef2dae7
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Add save to file code, and todo comment
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2023-02-01 15:13:57 +01:00 |
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Primoz
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b286753696
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Add vizualization sections for sequential addition of sensors' features.
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2023-02-01 13:51:56 +01:00 |
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Primoz
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07ef72dec5
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Implement algorithm for sequential adding of the most important features.
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2023-01-25 14:19:29 +01:00 |
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Primoz
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85e572fca0
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Expand analysis of the features (individualy and by sensor groups).
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2023-01-23 16:32:07 +01:00 |