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Hi! We're implementing some transformer architectures like [Gated Transformer Networks for Multivariate Time Series Classification](https://arxiv.org/abs/2103.14438). Are you interested in pulling mor…
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Hello! Your transformer is amazing! But i m beginner in data science. I have to do research for my university task: we want to predict how negotiations will finish. We have various modalities includin…
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A number of good issues to start working on as a new contributor.
Contributions to documentation are especially appreciated.
### getting started with contributions
1. Say hello [on Discord](htt…
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I am forecasting hierarchical oil production data with three hierarchy levels: "field," "reservoir," and "string." Each series in the dataset has different initial and ending time periods. I am attemp…
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# Problem
In financial applications it is common to be interested in predicting at time $t$ the direction of change for an asset at time $t+m$, where $m \geq 1$ is a future time period. Generally s…
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Moving this point flagged up by @sultanorazbayev to the bug tracker for investigation.
The issue is with the line `NaiveForecaster(strategy='drift'))]), 'pipeline_y__forecaster__strategy': 'last'}`…
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**Describe the bug**
While running time series tests with PyCaret and sktime version > 0.26 (e.g. sktime 0.30.1), an unexpected error occurs during model prediction. Traceback indicates that the 'N…
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**Describe the bug**
The FourierFeatures of an half-hourly time series with periodicities 48 and "D" differ. However, 48 corresponds to one day in that case. Thus, it should be the same.
**To R…
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参考资料：
* [paper: Transformer-based Encoder-Decoder](https://huggingface.co/blog/encoder-decoder)，一篇博客文章，详细介绍了RNN-based Encoder-Decoder与Transformer-based Encoder-Decoder的区别。
* [tutorial: harvard-code …
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There are multiple cases in the codebase where it would be neat if a user could specify a condition easily, such as "the time series is stationary according to test X", or "the time series contains NA…