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New dataset added, `covid19`. It needs a vignette writing before we could release the next version. Would be a great help if someone wants to have a go at it.
Suggestions:
* Exploratory data ana…
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Hello,
Considering a timeserie forecasting model serving, when showing a payload to which has been added the required set of (key, list-of-value), validation method return a "KO: Expected type is" …
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In the paper `Forecasting at Scale` by `Sean J Taylor` and `Benjamin Letham`, it says that prophet decomposes the timeseries using equation:
```
y(t) = g(t) + s(t) + h(t), where g is the trend model…
pjebs updated
4 years ago
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**Is your feature request related to a current problem? Please describe.**
I have created a based on the TransferableFutureCovariatesLocalForecastingModel which I needed to tweak slightly so that it …
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- PyTorch-Forecasting version: 0.8.5
- PyTorch version: 1.9.0
- PyTorch Lightning version: 1.4.0
- Python version: 3.8
- Operating System: MacOS 11.4
### Expected behavior
When a `TimeSeries…
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**Issue description**
I am encountering an error when attempting to perform a historical forecast using the DLinear model. The specific error message is: `This model has been trained with static_co…
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_Originally coming from an issue that mixed things up, GH-170, let's get things straight here._
## Problem
CI on the AutoML job occasionally trips like this, failing the CI run.
```
FAILED t…
amotl updated
7 months ago
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- PyTorch-Forecasting version: 0.9.1
- PyTorch version: 1.10.0
- Python version: 3.7.11
- Operating System: Linux Ubuntu
I am using the Pytorch Forecasting DeepAR Model for forecasting a multiv…
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- Anomly detection within timeseries data. We will be having quite a metrics data like lets say 10 columns, all are metrics data, 11th column is timestamp. These metrics are generated at certian frequ…
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### Describe the issue linked to the documentation
link: https://auto.gluon.ai/stable/tutorials/timeseries/forecasting-metrics.html
> AutoGluon will use the provided metric to tune model hyperpara…