junos
|
8a9595c615
|
Better handling of input filename again.
|
2023-05-18 22:53:58 +02:00 |
|
junos
|
045b9fa0dc
|
Better handling of input filename.
|
2023-05-18 19:03:53 +02:00 |
|
junos
|
bb4445f1a8
|
Add bins to output filename.
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2023-05-18 18:58:19 +02:00 |
|
junos
|
fa45b30955
|
Set output path programmatically.
|
2023-05-18 18:40:54 +02:00 |
|
junos
|
b756ed5feb
|
Set more parameters as user-specified constants.
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2023-05-18 18:06:32 +02:00 |
|
junos
|
cad28c3fe8
|
Set path programmatically.
|
2023-05-18 16:36:46 +02:00 |
|
junos
|
38a405d378
|
Add index when inserting one row.
|
2023-05-17 18:13:20 +02:00 |
|
junos
|
2c5a0b4157
|
Label plot axes.
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2023-05-17 16:32:27 +02:00 |
|
junos
|
a7446cc34a
|
Specify columns to aggregate and save figures as pdfs.
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2023-05-16 17:05:43 +02:00 |
|
junos
|
9417a1b9f1
|
Do not break markdown lines.
|
2023-05-16 16:37:34 +02:00 |
|
junos
|
26c7d22b83
|
Add an option to save figures.
|
2023-05-16 16:17:06 +02:00 |
|
junos
|
3091328fc5
|
Format comments.
|
2023-05-11 16:51:38 +02:00 |
|
junos
|
055e87dbac
|
Return scores for classification.
|
2023-05-10 23:51:12 +02:00 |
|
junos
|
f58d20ffc2
|
Update classification runner.
|
2023-05-10 23:17:44 +02:00 |
|
junos
|
075fdab9ea
|
Select segment and save results.
|
2023-05-10 23:00:03 +02:00 |
|
junos
|
b505fb2b6a
|
Thoroughly refactor regression runner.
|
2023-05-10 20:30:51 +02:00 |
|
junos
|
cd5d8b6a10
|
Update rapids and add regex=True.
Reformat debug_heatmap.
|
2023-05-10 15:12:27 +02:00 |
|
junos
|
3e38b64b45
|
Merge branch 'ml_pipeline'
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2023-05-10 15:02:17 +02:00 |
|
junos
|
c66e046014
|
Use methods in helper.py.
|
2023-04-21 21:41:00 +02:00 |
|
junos
|
48118f125d
|
Reformat ml_pipeline_regression.py
|
2023-04-21 21:34:54 +02:00 |
Primoz
|
865225994b
|
Added testing section after feature selection.
|
2023-04-20 13:29:14 +02:00 |
|
Primoz
|
0594993133
|
Add GroupKFold to feature selection CV. Start with generic metric calculation procedure.
|
2023-04-20 11:20:26 +02:00 |
|
Primoz
|
1cbc743cf7
|
Add kBest method to initially filter out the worst performing features. Update comments.
|
2023-04-20 10:12:16 +02:00 |
|
Primoz
|
ce13a9e13b
|
Implement feature selection method which is used in ML pipeline.
|
2023-04-19 15:56:34 +02:00 |
|
Primoz
|
8a532fa95a
|
Add a ML pipeline script to develop a whole pipeline.
|
2023-02-23 10:41:36 +01:00 |
|
Primoz
|
ef12f64fe5
|
Add feature selection Class skeleton.
|
2023-02-20 11:51:34 +01:00 |
|
Primoz
|
63741c3627
|
Add feature selection pipeline script with initail plan.
|
2023-02-15 12:27:39 +01:00 |
|
Primoz
|
806ca1b37d
|
Added excel intermediate scores file
|
2023-02-06 14:02:24 +01:00 |
|
Primoz
|
d06da18c26
|
Fix error with method name.
|
2023-02-06 11:54:54 +01:00 |
|
Primoz
|
93a34986d9
|
Comment code sections and change to pd.concatinate method.
|
2023-02-06 11:31:21 +01:00 |
|
Primoz
|
08e81610a9
|
Fix method params
|
2023-02-06 11:21:17 +01:00 |
|
Primoz
|
ef78f179cd
|
Add neccessary parameters to plot method.
|
2023-02-06 11:19:04 +01:00 |
|
Primoz
|
afeb7b4872
|
Remove data_yield from features.
|
2023-02-06 11:16:53 +01:00 |
|
Primoz
|
ea3f805ba7
|
Change ML model and ddd CV to sequential feat_select. Add std lines to plots.
|
2023-02-06 11:09:15 +01:00 |
|
Primoz
|
e3aef2dae7
|
Add save to file code, and todo comment
|
2023-02-01 15:13:57 +01:00 |
|
Primoz
|
b286753696
|
Add vizualization sections for sequential addition of sensors' features.
|
2023-02-01 13:51:56 +01:00 |
|
Primoz
|
07ef72dec5
|
Implement algorithm for sequential adding of the most important features.
|
2023-01-25 14:19:29 +01:00 |
|
Primoz
|
85e572fca0
|
Expand analysis of the features (individualy and by sensor groups).
|
2023-01-23 16:32:07 +01:00 |
|
Primoz
|
6a98c8cdcf
|
Prepare scripts for feature importance analysis.
|
2023-01-19 16:20:43 +01:00 |
|
Primoz
|
d263b32564
|
Temp: remove stratified logo from ml pipeline.
|
2023-01-19 09:26:55 +01:00 |
|
Primoz
|
ad2fab133f
|
Explore features with Entropy and IG.
|
2023-01-13 17:08:56 +01:00 |
|
junos
|
72fdd9c5ec
|
Use stratified downsampling.
And run all models with a method from machine_learning.helper.
|
2023-01-04 21:48:37 +01:00 |
|
junos
|
b0b9edccc4
|
Unhide jupyter code cells and outputs.
|
2023-01-04 21:25:12 +01:00 |
|
junos
|
8bbe0b2ba8
|
Merge branch 'ml_pipeline' of repo.ijs.si:junoslukan/straw2analysis into ml_pipeline
# Conflicts:
# .gitignore
# exploration/ml_pipeline_classification_with_clustering.py
|
2023-01-04 18:19:43 +01:00 |
|
junos
|
1516d1c000
|
Cluster by demand_control_ratio_quartile.
|
2023-01-04 18:16:14 +01:00 |
|
Primoz
|
339142ff31
|
Add expl stress event script and other changes.
|
2022-12-21 15:02:25 +01:00 |
|
Primoz
|
adcb823d3f
|
Add stress event duration exploration script.
|
2022-12-15 16:43:40 +01:00 |
|
Primoz
|
a61ab9ee51
|
Add feature importance check.
|
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.
|
2022-12-09 13:56:42 +01:00 |