junos
|
702b091d73
|
Read RAPIDS features and create columns.
|
2022-01-07 17:00:12 +01:00 |
|
junos
|
257a044227
|
Update RAPIDS.
|
2022-01-07 12:22:50 +01:00 |
|
junos
|
ae358f1e24
|
Various improvements of RAPIDS.
|
2021-12-15 20:22:22 +01:00 |
|
junos
|
4dee4b6fc1
|
Add info about updating RAPIDS.
|
2021-12-15 20:21:59 +01:00 |
|
junos
|
ed3483ace4
|
Update RAPIDS to v1.7.1.
|
2021-12-15 18:35:26 +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
|
2e1e771b3d
|
Correct errors in RAPIDS config.
|
2021-12-09 17:34:37 +01:00 |
|
junos
|
54c712b1cd
|
Further adapts RAPIDS and add graphical examples.
|
2021-12-08 19:20:53 +01:00 |
|
junos
|
375cb10c1e
|
Adapt RAPIDS for our use case.
|
2021-12-08 18:39:10 +01:00 |
|
junos
|
689535e444
|
Add rules for usernames and timezones.
|
2021-12-01 18:22:56 +01:00 |
|
junos
|
f5c17aa7ce
|
Incorporate DB query for usernames into snakemake workflow.
|
2021-12-01 18:14:27 +01:00 |
|
junos
|
7d0355d095
|
Gather usernames from DB to create CSV.
|
2021-12-01 17:22:22 +01:00 |
|
junos
|
6eca98962f
|
Export timezone info, too.
|
2021-12-01 17:08:24 +01:00 |
|
junos
|
0e6a18a660
|
Prepare data for export to CSV.
|
2021-12-01 16:50:43 +01:00 |
|
junos
|
cf3801b120
|
Import participants' wristband info.
|
2021-12-01 11:55:58 +01:00 |
|
junos
|
578f5ed5f3
|
Start preparing the true usernames CSV file.
|
2021-12-01 11:29:22 +01:00 |
|
junos
|
6f9b513ba0
|
Make the participants rule run.
|
2021-11-29 18:37:50 +01:00 |
|
junos
|
c2b27aef45
|
Add yaml files to submodule.
|
2021-11-24 19:12:36 +01:00 |
|
junos
|
4bb01ba871
|
Add functions to prepare participants files.
|
2021-11-24 19:09:06 +01:00 |
|
junos
|
080dc1d1fe
|
Add instructions for RAPIDS.
|
2021-11-18 17:22:08 +01:00 |
|
junos
|
4e87664fd6
|
Force UNIX eol characters.
|
2021-11-17 19:20:19 +01:00 |
|
junos
|
c0ea17dbe3
|
Update rapids.
|
2021-11-17 18:58:12 +01:00 |
|
junos
|
1d65a31d8c
|
Update rapids submodule.
|
2021-11-17 12:59:12 +01:00 |
|
junos
|
d4ba701202
|
Add the rapids fork submodule.
Reproducible Analysis Pipeline for Data Streams
|
2021-11-17 12:47:42 +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
|
005b09cfdf
|
[WIP] Fix tests to use pyprojroot.
|
2021-10-29 12:07:12 +02:00 |
|
junos
|
6fc0d962ae
|
Remove low values of pressure.
|
2021-10-22 18:09:17 +02:00 |
|
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
|
a63a7eac99
|
[WIP] Add a test for SensorFeatures.
Additional analysis for adherence.
Small corrections.
|
2021-10-13 13:39:58 +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
|
20748890a8
|
Further refactor by moving helper functions.
|
2021-09-15 15:14:54 +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
|
0152fbe4ac
|
Delete the leftover class.
Add more prints.
|
2021-08-23 16:09:23 +02:00 |
|
junos
|
3611fc76f7
|
Fill NaNs after merging all features.
|
2021-08-21 19:48:57 +02:00 |
|
junos
|
ee30c042ea
|
Fill NaNs introduced in merge for proximity.
|
2021-08-21 19:40:42 +02:00 |
|
junos
|
a71e132edf
|
Prepare the first full pipeline.
|
2021-08-21 19:04:09 +02:00 |
|
junos
|
24c4bef7e2
|
Print some more messages.
|
2021-08-21 19:03:44 +02:00 |
|
junos
|
11381d6447
|
Add some print statements for monitoring progress.
|
2021-08-21 18:54:02 +02:00 |
|
junos
|
d19995385d
|
Account for the case when there is no data for days with labels.
|
2021-08-21 18:49:57 +02:00 |
|
junos
|
f73f86486a
|
Fill communication features with appropriate values.
|
2021-08-21 18:28:22 +02:00 |
|
junos
|
aed73bb7ed
|
Add fill values for communication for rows with no calls/smses.
|
2021-08-21 18:17:58 +02:00 |
|
junos
|
8507ff5761
|
Check for NaNs in the data, since sklearn.LinearRegression cannot handle them.
|
2021-08-21 17:46:00 +02:00 |