junos
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8b8d626cf0
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Merge branch 'ml_pipeline' into rapids
# Conflicts:
# exploration/ex_ml_pipeline.py
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2022-08-31 16:20:11 +02:00 |
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junos
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a8fd96d2f1
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Add analysis using RAPIDS.
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2022-08-23 16:41:41 +02:00 |
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junos
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e177b15058
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Clean features across participants.
Explore the best linear regression feature.
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2022-01-19 13:41:09 +01:00 |
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junos
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832eb6137e
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ML with RAPIDS and missing values.
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2022-01-19 12:53:03 +01:00 |
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junos
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702b091d73
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Read RAPIDS features and create columns.
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2022-01-07 17:00:12 +01:00 |
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junos
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e33a49c9fc
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Add a demo of pipeline.
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2021-11-17 10:44:49 +01:00 |
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junos
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b8c7606664
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Add an option to read cached labels from a file.
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2021-09-15 15:45:49 +02:00 |
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junos
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ed062d25ee
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Add export capabilities to labels.py.
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2021-09-15 15:36:36 +02:00 |
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junos
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28699a0fdf
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Enable reading features from csv files.
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2021-09-14 17:42:34 +02:00 |
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junos
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af9e81fe40
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Document the SensorFeatures class and its __init__ method.
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2021-09-13 17:43:47 +02:00 |
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junos
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b19eebbb92
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Refactor machine_learning/pipeline.py by defining one class by file.
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2021-09-13 11:41:57 +02:00 |
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junos
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c1bb4ddf0f
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Save calculated features to csv files.
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2021-08-23 16:36:26 +02:00 |
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junos
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065cd4347e
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[WIP] Add a class for model validation.
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2021-08-20 19:44:50 +02:00 |
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junos
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0b98d59aad
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Aggregate labels using grouping_variable.
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2021-08-20 19:17:22 +02:00 |
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junos
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08fdec34f1
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Merge features into a common df.
But first, group communication by the grouping_variable.
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2021-08-20 17:59:00 +02:00 |
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junos
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6592612db7
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Add a similar class for labels.
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2021-08-19 17:44:04 +02:00 |
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junos
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5be3e82797
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Accept nested feature configuration.
To do this, pass a dict as parameters to SensorFeatures class, rather than actually reading the object from yaml file.
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2021-08-19 17:23:23 +02:00 |
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junos
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429aa43bd1
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Add communication features to pipeline.
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2021-08-19 17:05:44 +02:00 |
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junos
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0ed34e97b3
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Convert the class into a YAML object.
Add an example config file and demonstrate its usage in ex_ml_pipeline.ipynb.
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2021-08-19 16:31:42 +02:00 |
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junos
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b06ec6e1ae
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[WIP] Methods to get the labels and data plus aggregate them.
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2021-08-12 19:07:14 +02:00 |
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junos
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622477f19f
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[WIP] Start merging steps into a class for a pipeline.
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2021-08-12 17:38:08 +02:00 |
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junos
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577a874288
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Add an example for linear regression.
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2021-08-12 16:54:00 +02:00 |
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junos
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c8bb481508
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Add a parameter for grouping.
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2021-08-12 15:07:20 +02:00 |
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junos
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98f1df81c6
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Use the same function for ESM and other data.
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2021-08-11 17:26:44 +02:00 |
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junos
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070cfdba80
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Start machine learning pipeline example.
Select data and labels.
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2021-08-11 16:42:30 +02:00 |