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# Recurrent Neural Networks for Time Series Forecasting: Current status and future directions
2021 International Journal of Forecasting
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The N-beats trend coefficients are calculated a little differently than other implementations,
e.g. in an older repo, https://github.com/philipperemy/n-beats
the forecast coefficents for 5 periods a…
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Many problems have a mix of covariate time series which are known and unknown for the future.
For example:
We want to predict the hourly price of energy on the electricity market.
The weather for…
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## 🐛 Bug
Having a really esoteric bug when using `model.fit()`.
I've tried running with `fast_dev_run = True`, and in that case, everything goes smoothly.
Please check the logs below, and som…
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I'm not able to match the trend coefficients used here with those in the paper's github repo (https://github.com/ElementAI/N-BEATS)
here, iI think the trend coefficients are calculated as:
```
…
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- PyTorch-Forecasting version: 0.7.1
- PyTorch version: 1.8.0
- Python version: 3.6.9
- Operating System: Ubuntu 18.04
### Expected behavior
Getting baseline prediction result (using SMAPE) o…
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Hey @mdancho84 -- I'm getting a failure for main `modeltime.gluonts` example. Reprex with error message and `sessionInfo()` below.
I can't find the precise location of the error but looks like an …
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- PyTorch-Forecasting version: 0.8.2
- PyTorch version: 1.7.1
- Python version: 3.7.9
- Operating System: Linux Ubuntu 18.04
### Expected behavior
Following the **N-beats tutorial** on [the d…
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[df_grouped_tbl.zip](https://github.com/business-science/modeltime.gluonts/files/5574613/df_grouped_tbl.zip)
I am using the conical example in the description file for the nbeats model. My data i…
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- PyTorch-Forecasting version: 0.8.0
- PyTorch version:
- Python version: 3.7
- Operating System: WIndows 10 Entreprise
### Expected behavior
### Actual behavior
However, result was ..…