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davidusb-geek / emhass

emhass: Energy Management for Home Assistant, is a Python module designed to optimize your home energy interfacing with Home Assistant.
MIT License
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Warning: deprecated lags_grid argument #313

Closed g1za closed 2 weeks ago

g1za commented 2 weeks ago

Describe the bug When running model-tune, in the log I can see:

/usr/local/lib/python3.11/dist-packages/skforecast/model_selection/model_selection.py:1346: UserWarning:

The 'lags_grid' argument is deprecated and will be removed in a future version. Use the 'search_space' argument to define the candidate values for the lags. Example: {'lags' : trial.suggest_categorical('lags', [3, 5])}

Forecaster refitted using the best-found lags and parameters, and the whole data set: Lags: [ 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48] Parameters: {'n_neighbors': 14, 'leaf_size': 37, 'weights': 'uniform'} Backtesting metric: -0.21432647830733909

Home Assistant installation type Core 2024.6.2 Supervisor 2024.06.0 Operating System 12.3 Frontend 20240610.0

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EMHASS installation type

davidusb-geek commented 2 weeks ago

I thanks for remarking this. This is already solved in the current code but not yet released. So it will be fixed in the following release