junos
|
af9e81fe40
|
Document the SensorFeatures class and its __init__ method.
|
2021-09-13 17:43:47 +02:00 |
junos
|
b19eebbb92
|
Refactor machine_learning/pipeline.py by defining one class by file.
|
2021-09-13 11:41:57 +02:00 |
junos
|
c1bb4ddf0f
|
Save calculated features to csv files.
|
2021-08-23 16:36:26 +02:00 |
junos
|
065cd4347e
|
[WIP] Add a class for model validation.
|
2021-08-20 19:44:50 +02:00 |
junos
|
0b98d59aad
|
Aggregate labels using grouping_variable.
|
2021-08-20 19:17:22 +02:00 |
junos
|
08fdec34f1
|
Merge features into a common df.
But first, group communication by the grouping_variable.
|
2021-08-20 17:59:00 +02:00 |
junos
|
72b16af75c
|
Make group_by consistent with communication.
|
2021-08-20 17:52:31 +02:00 |
junos
|
d6337e82ac
|
Merge branch 'master' into ml_pipeline
|
2021-08-20 17:43:53 +02:00 |
junos
|
9a319ac6e5
|
Add an option to group on other than just participant_id.
|
2021-08-20 17:41:12 +02:00 |
junos
|
6592612db7
|
Add a similar class for labels.
|
2021-08-19 17:44:04 +02:00 |
junos
|
5be3e82797
|
Accept nested feature configuration.
To do this, pass a dict as parameters to SensorFeatures class, rather than actually reading the object from yaml file.
|
2021-08-19 17:23:23 +02:00 |
junos
|
429aa43bd1
|
Add communication features to pipeline.
|
2021-08-19 17:05:44 +02:00 |
junos
|
0ed34e97b3
|
Convert the class into a YAML object.
Add an example config file and demonstrate its usage in ex_ml_pipeline.ipynb.
|
2021-08-19 16:31:42 +02:00 |
junos
|
b06ec6e1ae
|
[WIP] Methods to get the labels and data plus aggregate them.
|
2021-08-12 19:07:14 +02:00 |
junos
|
622477f19f
|
[WIP] Start merging steps into a class for a pipeline.
|
2021-08-12 17:38:08 +02:00 |
junos
|
577a874288
|
Add an example for linear regression.
|
2021-08-12 16:54:00 +02:00 |
junos
|
c8bb481508
|
Add a parameter for grouping.
|
2021-08-12 15:07:20 +02:00 |
junos
|
98f1df81c6
|
Use the same function for ESM and other data.
|
2021-08-11 17:26:44 +02:00 |
junos
|
070cfdba80
|
Start machine learning pipeline example.
Select data and labels.
|
2021-08-11 16:42:30 +02:00 |
junos
|
af65d0864f
|
Add a simple function for recoding proximity.
|
2021-08-11 15:04:27 +02:00 |
junos
|
a06ad0800f
|
Explore missing application categories.
|
2021-08-09 16:02:23 +02:00 |
junos
|
e3d735163f
|
Add demonstrations of new functions.
|
2021-08-06 18:53:39 +02:00 |
Ivan Kobe
|
4ac5f37c19
|
additional communication features
|
2021-08-06 18:53:39 +02:00 |
Ivan Kobe
|
62af04fe09
|
Communication
|
2021-08-06 16:44:39 +00:00 |
junos
|
9e87b1f176
|
Add an option to print figures and set font sizes.
|
2021-08-04 17:41:09 +02:00 |
junos
|
1aaf95fe9e
|
Look at specific values of proximity.
|
2021-07-26 17:16:32 +02:00 |
junos
|
d3f42ea402
|
Start exploring proximity.
|
2021-07-26 11:37:31 +02:00 |
junos
|
9580533c14
|
Explore between-participants differences in light.
|
2021-07-23 18:50:17 +02:00 |
junos
|
dbb59c4aef
|
Explore low levels of luminance.
|
2021-07-23 18:29:44 +02:00 |
junos
|
67e2d233b0
|
Start exploring light data.
|
2021-07-23 16:42:16 +02:00 |
junos
|
8bf21ab272
|
Explore JCQ demand and control.
|
2021-07-05 18:32:35 +02:00 |
junos
|
e8005aadc6
|
Add SAM event and period analysis.
|
2021-07-04 16:29:53 +02:00 |
junos
|
48d7be780c
|
Fix formatting.
|
2021-07-04 14:34:57 +02:00 |
junos
|
92a5787d62
|
Only convert some answers to numeric.
|
2021-07-04 14:34:13 +02:00 |
junos
|
3bb66e3838
|
Calculate daily means instead of sums.
|
2021-07-04 13:41:34 +02:00 |
junos
|
5362f64941
|
Explore PANAS statistics.
|
2021-07-03 18:46:06 +02:00 |
junos
|
b8301ca458
|
Small corrections.
|
2021-07-03 18:45:46 +02:00 |
junos
|
e0da6757ec
|
Clean up ESM by eliminating non-answers.
Convert radio string answer to numeric.
|
2021-07-03 16:34:11 +02:00 |
junos
|
74392f229a
|
Start exploring PANAS data.
Add a function to clean up ESM data.
|
2021-07-02 16:33:48 +02:00 |
junos
|
c29c7b19f2
|
Rename ESM exploration.
|
2021-07-02 16:05:36 +02:00 |
junos
|
767548b562
|
Export figures and add additional linear regression analyses.
|
2021-06-14 17:09:45 +02:00 |
junos
|
23c3613c60
|
Analyze adherence:
Look at time differences between subsequent daytime EMA.
Look at the daily evening EMA proportion.
|
2021-06-11 20:28:24 +02:00 |
junos
|
f48e5469e0
|
Finish labelling EMA sessions and document classify_sessions_adherence function.
|
2021-06-11 14:50:14 +02:00 |
junos
|
371e755159
|
Identify unique sessions and assign status.
Use CONSTANT variables for these statuses.
|
2021-06-11 13:50:24 +02:00 |
junos
|
04c069af47
|
Take the evening EMA time question into account as non-answered session.
|
2021-06-09 17:29:42 +02:00 |
junos
|
48f9f782f7
|
Add more baseline data for Belgium.
|
2021-06-08 16:01:46 +02:00 |
junos
|
7b88f62e0a
|
Explore baseline screening data in a notebook.
|
2021-06-08 11:21:18 +02:00 |
junos
|
d5cd76f05a
|
[WIP] Prepare a function to classify adherence and illustrate steps in Jupyter Notebook.
|
2021-06-07 19:33:44 +02:00 |
junos
|
35a7fa0bbc
|
Take device ID into consideration for grouping sessions.
|
2021-06-07 16:44:42 +02:00 |
junos
|
8306e99392
|
Explain the histogram better and explore long sessions.
|
2021-06-07 12:01:41 +02:00 |
junos
|
06c179f4dd
|
Explain traditional concordance approach.
|
2021-06-02 18:42:39 +02:00 |
junos
|
2da9a8f9e3
|
Study session ID in depth.
|
2021-06-02 18:35:00 +02:00 |
junos
|
5cb527986b
|
Look at the ESM data and test JSON expansion.
|
2021-06-01 12:10:42 +02:00 |
junos
|
0ea9d76a6f
|
Remove remaining Jupyter notebook.
|
2021-05-07 12:53:10 +02:00 |
junos
|
81080f7504
|
Use Collection from collections.abc instead of typing.List.
|
2021-05-07 12:44:34 +02:00 |
junos
|
d5056d9b2f
|
Remove Jupyter Notebooks as they will be versioned as py scripts from now on.
|
2021-05-07 12:15:00 +02:00 |
junos
|
10bdc8aa1d
|
Add SMS data exploration and use Jupytext to save JupyterNotebooks as py scripts.
|
2021-05-07 12:10:46 +02:00 |
junos
|
056db73786
|
Look at frequencies of screen statuses and explain (un)lock sequences.
|
2021-05-05 17:20:19 +02:00 |
junos
|
db66d2201b
|
Get screen data and look at counts of events.
|
2021-05-04 17:45:48 +02:00 |
junos
|
f37e8dc0eb
|
Add a plot of most frequent contacts.
|
2021-05-04 17:23:52 +02:00 |
junos
|
5ffd85e05b
|
Visualize calls data.
|
2021-04-09 16:01:09 +02:00 |
junos
|
66b36faedc
|
Add Seaborn and cleanup.
|
2021-04-09 15:33:52 +02:00 |
junos
|
9b495e63a3
|
Add a function to get sms data and illustrate in Jupyter notebook.
|
2021-04-06 16:50:40 +02:00 |
junos
|
e4b6dc90e2
|
Start exploring screen data.
|
2021-02-02 18:08:07 +01:00 |