76071fd550
Start using pre-commit hooks.
2023-04-24 15:38:54 +02:00
583ee82e80
Add xgboost to dependencies and reformat helper.py.
2023-04-21 21:33:06 +02:00
59552c18a9
Update python to 3.11.
2023-04-21 18:08:54 +02:00
8bbe0b2ba8
Merge branch 'ml_pipeline' of repo.ijs.si:junoslukan/straw2analysis into ml_pipeline
...
# Conflicts:
# .gitignore
# exploration/ml_pipeline_classification_with_clustering.py
2023-01-04 18:19:43 +01:00
1516d1c000
Cluster by demand_control_ratio_quartile.
2023-01-04 18:16:14 +01:00
164d12ed2f
Add undersampling method (with on/off parameter).
2022-12-13 17:01:46 +01:00
a63a7eac99
[WIP] Add a test for SensorFeatures.
...
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.
...
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.
...
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.
...
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.
...
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.
...
PyCharm did not load conda environment variables.
2020-12-24 14:03:36 +01:00
280fa5867c
Create the environment from file.
...
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.
...
Let conda satisfy dependencies on each platform separately.
2020-12-24 11:35:16 +01:00
98815ec973
Set up requirements.
...
Install packages to check the code formatting.
Do this before every commit.
2020-12-23 17:06:25 +01:00
junos
Primoz