a63a7eac99
[WIP] Add a test for SensorFeatures.
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Additional analysis for adherence.
Small corrections.
2021-10-13 13:39:58 +02:00
c1bb4ddf0f
Save calculated features to csv files.
2021-08-23 16:36:26 +02:00
0ed34e97b3
Convert the class into a YAML object.
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Add an example config file and demonstrate its usage in ex_ml_pipeline.ipynb.
2021-08-19 16:31:42 +02:00
577a874288
Add an example for linear regression.
2021-08-12 16:54:00 +02:00
de32241d51
Classify and count adherence.
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Add statsmodels.
2021-06-08 16:40:01 +02:00
0199b4f0f2
Add a method to transform ESM data and the test.
2021-05-27 18:10:34 +02:00
10bdc8aa1d
Add SMS data exploration and use Jupytext to save JupyterNotebooks as py scripts.
2021-05-07 12:10:46 +02:00
056db73786
Look at frequencies of screen statuses and explain (un)lock sequences.
2021-05-05 17:20:19 +02:00
66b36faedc
Add Seaborn and cleanup.
2021-04-09 15:33:52 +02:00
b2d93e0686
Add a method to get Calls data.
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Add a test for this.
2021-01-05 17:00:45 +01:00
bc27c71041
Copy Models and edit for imports.
2020-12-24 16:46:55 +01:00
8d114ebb13
Use SQLAlchemy to connect to DB.
2020-12-24 16:06:23 +01:00
33d048d11b
Remove pre-commit hooks.
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Because PyCharm does not activate conda environment, this doesn't work properly.
I left in the formatting tools (black, isort etc.) which can be used manually.
2020-12-24 14:38:52 +01:00
9711c1b202
Use python-dotenv for environment variables.
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PyCharm did not load conda environment variables.
2020-12-24 14:03:36 +01:00
280fa5867c
Create the environment from file.
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Add conda-forge as a channel for some packages.
2020-12-24 11:41:21 +01:00
dcd5bdbdd1
Only list the user-specified packages in environment.yml.
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Let conda satisfy dependencies on each platform separately.
2020-12-24 11:35:16 +01:00
98815ec973
Set up requirements.
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Install packages to check the code formatting.
Do this before every commit.
2020-12-23 17:06:25 +01:00
junos