junos
|
e177b15058
|
Clean features across participants.
Explore the best linear regression feature.
|
2022-01-19 13:41:09 +01:00 |
|
junos
|
832eb6137e
|
ML with RAPIDS and missing values.
|
2022-01-19 12:53:03 +01:00 |
|
junos
|
702b091d73
|
Read RAPIDS features and create columns.
|
2022-01-07 17:00:12 +01:00 |
|
junos
|
de10269d36
|
Export categories and add csv.
|
2021-12-15 18:26:20 +01:00 |
|
junos
|
7e8e922d71
|
Debugging of RAPIDS.
|
2021-12-15 18:25:53 +01:00 |
|
junos
|
c4aacfffe1
|
Debug a ValueError in RAPIDS and add demo.
|
2021-12-15 16:03:49 +01:00 |
|
junos
|
e33a49c9fc
|
Add a demo of pipeline.
|
2021-11-17 10:44:49 +01:00 |
|
junos
|
d34c2ec5e9
|
Merge branch 'ambient' into ml_pipeline
|
2021-11-17 10:39:55 +01:00 |
|
junos
|
92fbda242b
|
Explore barometer and temperature data.
Add docstrings to models.
|
2021-10-14 17:59:33 +02:00 |
|
junos
|
6302a0f0d9
|
Merge ambient sensors into one file.
Explore barometer sensor data for one phone.
|
2021-10-13 16:57:38 +02:00 |
|
junos
|
b8c7606664
|
Add an option to read cached labels from a file.
|
2021-09-15 15:45:49 +02:00 |
|
junos
|
ed062d25ee
|
Add export capabilities to labels.py.
|
2021-09-15 15:36:36 +02:00 |
|
junos
|
28699a0fdf
|
Enable reading features from csv files.
|
2021-09-14 17:42:34 +02:00 |
|
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 |