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**Describe the bug**
When MapeLoss is used as loss function with a TFTModel (loss_fn parameter), the output of the training shows val_loss and train_loss = 0:
```python
from darts.utils.losses …
akepa updated
1 month ago
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### Description
Add the option to input past data to the predict function. Similar to 'series' and 'past_covariates' in [darts TFT prediction](https://unit8co.github.io/darts/generated_api/darts.mo…
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https://github.com/dragen1860/DARTS-PyTorch/blob/cfcdd02cea876ce85940aa01ee58664405390fa7/model_search.py#L217
nn.Parameters() will make the alpha and beta registered to model.parameters(), so your…
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I want to use `joblib` to dump and load the fitted model, but when I used the loaded model, it reported `AttributeError: 'NoneType' object has no attribute 'set_predict_parameters'`.
Suppose that I…
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As a post item of deprecating optional-test-infra, we'll deprecate all the ECR repos provided by optional-test-infra.
### Private ECR Repo List
**kubeflow/katib**: `809251082950.dkr.ecr.us-west…
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**Is your feature request related to a current problem? Please describe.**
If we want to check if a model supports a feature (multivariate or static covariates), we must initialize it first before ha…
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Is there any way do include data augmentation strategies in the darts Timeseries object?
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**Describe the bug**
Getting multiple exceptions when setting num_workers
**To Reproduce**
```
import numpy as np
import pandas as pd
from darts.dataprocessing.transformers import Scaler
fr…
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**About**
I am trying to implement time series forecasting models using darts. My task is to first train univariate forecasting models and then try to establish a baseline. Once done, then I want to …
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Per discussion on #1873, while I'm not convinced the 'Koan' paper about CBOW has identified an error or clear results-improvement, they do appear to have a faster negative-sampling method. Per my [com…