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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97c693d252
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Add a getter for communication data.
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2021-08-19 17:36:26 +02:00 |
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junos
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93f136b080
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Add a method to get communication features.
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2021-08-19 17:32:02 +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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52664eb40b
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Implement getters.
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2021-08-19 11:47:59 +02:00 |
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junos
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3821314dd9
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[WIP] Separate the features part from the pipeline.
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2021-08-16 18:11:25 +02:00 |
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junos
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d6f36ec8f8
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[WIP] Finish the class by assigning columns and validating model.
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2021-08-13 17:41:04 +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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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 |