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As of now, `ThetaForecaster` generates probabilistic forecasts by adding white noise to point forecasts in `sktime`. Given that it inherits from `_StatsModelsAdapter` and `statsmodels` does have a met…
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I am using RSRuby to perform a complex linear fit and consequent forecasting. The ruby wrapper is responsible for cycling through a very high number of data sets, each time dynamically generating the …
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### 🚀 Feature Request
You should add in the api references a mention in the `Pipeline` documentation ([link](https://docs.etna.ai/stable/api_reference/api/etna.pipeline.Pipeline.html)) that this clas…
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Hi all,
I found we can add custom predictors for ForecasterAutoreg, but what if I need to custom predictors for ForecasterAutoregDirect?
Thanks!
xlsi updated
11 months ago
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!pip install lightning
!pip install pytorch-forecasting
!pip install torch
!pip install optuna==3.4
!pip install torch==2.0.1
```
max_prediction_length = 6
max_encoder_length = 12
training_c…
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# Modeltime Ecosystem Roadmap
The __`modeltime` project roadmap__ tracks the overall development of the Modeltime Ecosystem of forecasting packages. Modeltime is a cutting-edge ecosystem for forec…
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**Describe the bug**
Want to set auto=True, damped_trend=True, seasonal= None and bound={damping_bound:(0,0.5)} for Auto-ETS-->
**To Reproduce**
import sktime
import pandas as pd
import numpy s…
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### What happened + What you expected to happen
The TopDown methods:
- proportion_averages
- average_proportions
Are broken after version 0.2.1.
Error output:
```
KeyError …
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Although related to #19, #17, #9 (and likely others), this seemed like a sufficient tangent to warrant branching off into its own issue. This will, admittedly, be a little bit broad at present, but …
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Hi,
I am a little confused about the naming of the DirectTabular and the RecursiveTabular estimator.
As far as I know, direct multi-step forecasting consists of training a different model for eac…