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Hi,
Is there a way to pass a specific seasonal ARMA order to x13_arima_analysis rather than it examining the "maxorder" tuple for model identification.
Lets say, I want to pass the following SARIMA …
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Code to reproduce:
```python3
from sklearn.linear_model import LinearRegression
from sktime.datasets import load_longley
from sktime.forecasting.base import ForecastingHorizon
from sktime.forec…
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**Describe the bug**
Initially found in a runner in #4637 (a PR unrelated to forecasting), I'm creating this thread in order to investigate it.
**To Reproduce**
@yarnabrina [tried](https://gi…
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The following list are basemodels used by M-Competition and I think It is a good idea to normalize how they are implemented to be able to automate the generation of this model.
# Base Models
## …
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### Describe the bug
auto_arima is returning constant predictions when data is too small., i.e., close to zero
Initially, I generated a linear trendy time series with slope 0.5 and intercept 100, …
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### pycaret version checks
- [X] I have checked that this issue has not already been reported [here](https://github.com/pycaret/pycaret/issues).
- [X] I have confirmed this bug exists on the [la…
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use an ARMA filter to winsorize outlying observations
I don't know how to use a central (back and forward) filter in time domain, but it should be easy in frequency domain.
(Just a thought while fix…
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### Describe the question you have
I am implementing a backward feature elimination (BFE) involving autorima to find optimal parameters for a given set of regressors. While running the BFE, the fo…
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I have a univariate 2D dataset made up of many non-consecutive trials (or slices/windows) of a time series (one trial is not continuous with another trial). I would like to fit an AR model to this col…
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Hi ,
I got this issue when running your code with your data:
"FileNotFoundError: [Errno 2] No such file or directory: 'LSTM_trained_regres/models/lstm_input25_shift0_w8_out5.pkl'"
I managed to lo…