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在使用Pipline训练NBEATSModel模型后:
`{"model_type": "forecasting", "ancestor_classname_set": ["NBEATSModel", "PaddleBaseModelImpl", "PaddleBaseModel", "BaseModel", "Trainable", "ABC", "object"], "modulename"…
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### What happened + What you expected to happen
I has discovered this library. I wanted to give a try. I just copied overview page's code then got this error.
I have 2 GPU. I think it's a problem …
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**Describe the bug**
The private function `sklearn.utils.validation._check_fit_params` has been removed in scikit-learn version `1.4.0`. Installing darts with pip or conda automatically installs scik…
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Ok, so i got this very frustrating issue where i have some timeseries that are, not linear, but they are cumulative. Its another electricity data usage dataset.
What is going wrong is that the pre…
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### What happened + What you expected to happen
We expect the unique_id column in the dataframe returned by predict() to behave as a normal column, since that's what it is in input. However, it's b…
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You state on your leaderboard that TimesNet is the best for "short-term forecasting", which I take means the best on the M4 dataset? Your TimesNet paper reports an OWA of 0.851 for your method and of …
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Hi, many thanks for you contribution!
I'm trying to reproduce NBeats on the M4 dataset, and this repo helped me alot.
I was wondering if you could provide a `requirements.txt` for me to install requ…
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想问下PaddleTS具体哪些模型是支持协变量的,从文档里面没找到很好的说明
然后用MLPRegressor模型测试了下,训练用的TSDataset是包含observed_cov_cols,但是预测的时候传递的TSDataset不包含observed_cov_cols,还是能正确推理,例如下面这段代码:
```python
import numpy as np
import panda…
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OBS reposting since i got triage label and as i understand it , that means my post/issue is not viewable.
I apologize if i misunderstood what triage meant/did 🙏
I am following your guides on optun…
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General Time Series Forecasting:
- DeepAR
- LightGBM
- NBeats
- NHiTS ✅
- GRU
Spatial-Temporal Forecasting:
- STGODE ✅
- STSGCN❌, STFGCN❌ (They are built on MXNet)
- SCINet
Long Time Ser…