darts
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unit8co
A python library for user-friendly forecasting and anomaly detection on time series.
Hi, Thank you for developing this great package. It's provided me with a smooth introduction to working with neural networks. I have a weird issue that I couldn't find mentioned...
**Describe the bug** A clear and concise description of what the bug is. **To Reproduce** Steps to reproduce the behavior, preferably code snippet. **Expected behavior** A clear and concise description...
Fixes #1120. ### Summary This model is a direct adapted from the author's [repo](https://github.com/moraieu/query-selector ). There are also a few more minor documentation fixes mostly recommended by PyCharm. ### Other...
Addresses [#135](https://github.com/unit8co/darts/issues/135) and [#623](https://github.com/unit8co/darts/issues/623) ### Summary Implemented support for new types in `retrain` argument of `historical_forecasts` method. Now it accepts `bool`, (positive) `int` and `Callable` (returning a `bool`) data types....
Addresses #936 First version of generic save and load methods for `ForecastingModels` For now, we have decided to implement generic save and load methods for all `ForecastingModels` using joblib, as...
Any tip on increasing TFT's accuracy? I got a MAPE of 1.45 with N-BEATS and 2.36 with TFT (with a much larger network I got 2.05). If needed I can...
**Is your feature request related to a current problem? Please describe.** Could not find documented example on how to add hierarchy to TimeSeries object **Describe proposed solution** Provide a small...
See: https://github.com/unit8co/darts/issues/135#issuecomment-709979882
One possibility would be: * `u8darts` --> core (i.e., without pytorch) * `u8darts[all]` --> all (i.e., with pytorch) Shall we drop `u8darts[torch]` ?
Fixes #1113. minor typos. ### Summary ### Other Information