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This issue is to maintain all features request on one page.
Note to **contributors**: If you want to work for a requested feature, re-open the linked issue. Everyone is welcome to work on any of th…
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When combining more than two individual models, changing the **order** of individual models in the `combination_model()` function will produce **different** combination results (variance). I give an e…
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Dear authors,
This is a very nice work! And I made it run on my laptop successfully.
There is a thing that I feel a little bit confused.
On example 14, besides the codes the authors provide, I…
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While training GluonTS model less than 10% of the CPU resources (16 cores in my test case) are used, while other models use 70%+ of the available CPU resources. Memory and Disk resources capacity are …
emobs updated
11 months ago
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Thanks @njtierney for volunteering to submit your [`brolgar` package](https://github.com/njtierney/brolgar) for trial "soft submission" to rOpenSci's new system for peer review of statistical software…
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Hi there,
are there any known issues with forecasting multiple horizons and multiple quantiles with XGBoost? In my use case, I'm forecasting 1-4 weeks ahead, and somehow the forecasts are identical…
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E.g. instead of the mode that predtimechart uses now to show forecasts from a single timezero or forecast_date, we could code up a different chart where you select a target (or "outcome"?) and a time-…
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**Bug Report Checklist**
- [x] I provided code that demonstrates a minimal reproducible example.
- [x] I confirmed bug exists on the latest mainline of AutoGluon via source install.
- [x] I c…
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I recently found TSMixer (http://arxiv.org/abs/2303.06053).
It is very similar to TiDE (#1726) but with a few tweaks.
It should be pretty straight forward to implement based on the implementatio…
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Analog to #2860 and #1624, we should discuss if we write an adapter for pytorch-forecasting.
Pros:
* Implements multiple state of the art DL forecasters.
Cons:
* Not sure if it is useful to su…