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Hi! Thank you for sharing your source code.
I have some questions about the settings of NHITS and Autoformer.
I think there might be some unfair comparisons in your Tab 2 because you compared t…
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Hi,
I have a couple of questions and would be thankful for any aid to help me understand what is going on behind the scences.
From what I read on the NBEATS model description (https://unit8co.g…
leyp1 updated
2 years ago
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**Describe the bug**
When creating the interpretable NBEATS model, the seasonality stack should contain Fourier-type basis vectors. It is described in the [original paper](https://arxiv.org/pdf/1905.…
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**System (please complete the following information):**
- Python version: 3.7.12
- darts version: 0.13.1
I'm trying to run the notebook called `07-Transformer-examples.ipynb` but I'm getting th…
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`model = NBeats(data=data, period_to_forecast=194, train_percent=0.75)`
This code used to work but now it won't. Is this beacause of using wrong version of packages?
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```python
from autopycoin.models import PoolNBEATS, create_interpretable_nbeats, NBEATS, Stack
from autopycoin.layers import TrendBlock, SeasonalityBlock
from tensorflow.keras import Model
from au…
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Hi. Thanks for the amazing paper and architecture.
I was trying to find out how many stacks in a generic model you used and I noticed in your paper:
"The original NBEATS configuration includes o…
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After getting the best hyperopt trial using `nf.experiments.utils.hyperopt_tunning`, I wanted to use the mc provided in the trial results in `nf.experiments.utils.instantiate_nbeats`. I got the follow…
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**Is your feature request related to a problem? Please describe.**
Is there a version of `model.forecast` that takes a batch of windows rather than just one window? Take NBEATS for example - maybe …
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Reproducible code:
```python
from autopycoin.models import create_interpretable_nbeats, PoolNBEATS
from autopycoin.losses import QuantileLossError
import tensorflow as tf
from autopycoin.da…