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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72b16af75c
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Make group_by consistent with communication.
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2021-08-20 17:52:31 +02:00 |
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junos
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d6337e82ac
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Merge branch 'master' into ml_pipeline
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2021-08-20 17:43:53 +02:00 |
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junos
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9a319ac6e5
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Add an option to group on other than just participant_id.
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2021-08-20 17:41:12 +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 |
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junos
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af65d0864f
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Add a simple function for recoding proximity.
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2021-08-11 15:04:27 +02:00 |
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junos
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a06ad0800f
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Explore missing application categories.
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2021-08-09 16:02:23 +02:00 |
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junos
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e3d735163f
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Add demonstrations of new functions.
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2021-08-06 18:53:39 +02:00 |
Ivan Kobe
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4ac5f37c19
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additional communication features
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2021-08-06 18:53:39 +02:00 |
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Ivan Kobe
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62af04fe09
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Communication
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2021-08-06 16:44:39 +00:00 |
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junos
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9e87b1f176
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Add an option to print figures and set font sizes.
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2021-08-04 17:41:09 +02:00 |
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junos
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1aaf95fe9e
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Look at specific values of proximity.
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2021-07-26 17:16:32 +02:00 |
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junos
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d3f42ea402
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Start exploring proximity.
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2021-07-26 11:37:31 +02:00 |
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junos
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9580533c14
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Explore between-participants differences in light.
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2021-07-23 18:50:17 +02:00 |
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junos
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dbb59c4aef
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Explore low levels of luminance.
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2021-07-23 18:29:44 +02:00 |
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junos
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67e2d233b0
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Start exploring light data.
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2021-07-23 16:42:16 +02:00 |
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junos
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8bf21ab272
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Explore JCQ demand and control.
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2021-07-05 18:32:35 +02:00 |
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junos
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e8005aadc6
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Add SAM event and period analysis.
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2021-07-04 16:29:53 +02:00 |
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junos
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48d7be780c
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Fix formatting.
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2021-07-04 14:34:57 +02:00 |
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junos
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92a5787d62
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Only convert some answers to numeric.
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2021-07-04 14:34:13 +02:00 |
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junos
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3bb66e3838
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Calculate daily means instead of sums.
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2021-07-04 13:41:34 +02:00 |
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junos
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5362f64941
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Explore PANAS statistics.
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2021-07-03 18:46:06 +02:00 |
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junos
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b8301ca458
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Small corrections.
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2021-07-03 18:45:46 +02:00 |
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junos
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e0da6757ec
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Clean up ESM by eliminating non-answers.
Convert radio string answer to numeric.
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2021-07-03 16:34:11 +02:00 |
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junos
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74392f229a
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Start exploring PANAS data.
Add a function to clean up ESM data.
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2021-07-02 16:33:48 +02:00 |
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junos
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c29c7b19f2
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Rename ESM exploration.
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2021-07-02 16:05:36 +02:00 |
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junos
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767548b562
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Export figures and add additional linear regression analyses.
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2021-06-14 17:09:45 +02:00 |
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junos
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23c3613c60
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Analyze adherence:
Look at time differences between subsequent daytime EMA.
Look at the daily evening EMA proportion.
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2021-06-11 20:28:24 +02:00 |
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junos
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f48e5469e0
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Finish labelling EMA sessions and document classify_sessions_adherence function.
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2021-06-11 14:50:14 +02:00 |
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junos
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371e755159
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Identify unique sessions and assign status.
Use CONSTANT variables for these statuses.
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2021-06-11 13:50:24 +02:00 |
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junos
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04c069af47
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Take the evening EMA time question into account as non-answered session.
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2021-06-09 17:29:42 +02:00 |
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junos
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48f9f782f7
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Add more baseline data for Belgium.
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2021-06-08 16:01:46 +02:00 |
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junos
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7b88f62e0a
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Explore baseline screening data in a notebook.
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2021-06-08 11:21:18 +02:00 |
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junos
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d5cd76f05a
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[WIP] Prepare a function to classify adherence and illustrate steps in Jupyter Notebook.
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2021-06-07 19:33:44 +02:00 |
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junos
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35a7fa0bbc
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Take device ID into consideration for grouping sessions.
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2021-06-07 16:44:42 +02:00 |
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junos
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8306e99392
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Explain the histogram better and explore long sessions.
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2021-06-07 12:01:41 +02:00 |
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junos
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06c179f4dd
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Explain traditional concordance approach.
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2021-06-02 18:42:39 +02:00 |
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junos
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2da9a8f9e3
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Study session ID in depth.
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2021-06-02 18:35:00 +02:00 |
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junos
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5cb527986b
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Look at the ESM data and test JSON expansion.
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2021-06-01 12:10:42 +02:00 |
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junos
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0ea9d76a6f
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Remove remaining Jupyter notebook.
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2021-05-07 12:53:10 +02:00 |
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junos
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81080f7504
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Use Collection from collections.abc instead of typing.List.
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2021-05-07 12:44:34 +02:00 |
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junos
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d5056d9b2f
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Remove Jupyter Notebooks as they will be versioned as py scripts from now on.
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2021-05-07 12:15:00 +02:00 |
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junos
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10bdc8aa1d
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Add SMS data exploration and use Jupytext to save JupyterNotebooks as py scripts.
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2021-05-07 12:10:46 +02:00 |
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junos
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056db73786
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Look at frequencies of screen statuses and explain (un)lock sequences.
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2021-05-05 17:20:19 +02:00 |
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junos
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db66d2201b
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Get screen data and look at counts of events.
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2021-05-04 17:45:48 +02:00 |
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junos
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f37e8dc0eb
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Add a plot of most frequent contacts.
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2021-05-04 17:23:52 +02:00 |
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junos
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5ffd85e05b
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Visualize calls data.
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2021-04-09 16:01:09 +02:00 |
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junos
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66b36faedc
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Add Seaborn and cleanup.
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2021-04-09 15:33:52 +02:00 |
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junos
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9b495e63a3
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Add a function to get sms data and illustrate in Jupyter notebook.
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2021-04-06 16:50:40 +02:00 |
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junos
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e4b6dc90e2
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Start exploring screen data.
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2021-02-02 18:08:07 +01:00 |