madtoinou

Hi @guimalo, When you assign a value to `add_encoders`, the model will create the corresponding covariates "on the fly" during training/inference. In your case, since you are trying to encode...

Hi @ettan10, Darts does not support the kwargs of the `predict()` method for the Bayesian Ridge Regression, as it will change the shape of the output and break a considerable...

If you really want to use this model, you could probably compute it manually from the forecasted values and the `sigma_` and `alpha_` attributes of the model (that you will...

Hi @elbal, Thank you for reporting this. I think that the modules need to be linked to the top `__init__.py` in order to get the expected behavior when using `import...

Hi @sarim-zafar, Thank you for the feature request, could you please elaborate how these survival analysis models would integrate with the `TimeSeries` data-structure or forecasting models, for example, are you...

Hi @noori11, This is usually the way to go; you train the model with as much data as possible "before" the validation set, use the validation set to identify the...

Hi @NBeugen, The `Scaler` derived objects are intended to modify the range of the values only, not the shape of the `TimeSeries`. If you want to modify the number of...

Hi @nkonts, The `RegressionModel._create_lagged_data()` method is responsible for creating the `X` and `y` arrays. Under the hood, it calls `create_lagged_training_data()` from the tabularization module ([doc](https://unit8co.github.io/darts/generated_api/darts.utils.data.tabularization.html?highlight=create_lagged#darts.utils.data.tabularization.create_lagged_training_data)). I hope that it solves...

Hi @tRosenflanz, Not sure why the `work_dir` argument is not working for you, it should allow you to indicate a custom path for the automatic checkpoints when creating the torch...

Hi, I did a mistake in my previous answer, some additional parameters (`dirpath` and `filename`) must be provided to the `ModelCheckpoint` so that the weights are properly exported: ```python import...