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when I use ngboost and sklearn, ngboost return a error:
AttributeError: 'NGBClassifier' object has no attribute 'classes_'
I have checked the lightGBM, it has the 'classes_', so I dont know how can …
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I know that for typical gradient boosting algorithms like xgboost or lgbm this is often the case.
Is it also true for ngboost? I'm seeing signficant improvement on non-iid data using NGBoost over …
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Hi, I'm doing Quantile LightGBM, defined as follows:
```
QuantileEstimator(lgb.LGBMRegressor(n_jobs=-1,
seed=1234,
learning_rate=0.1,
…
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I found this article to be interesting [Does NGBoost work? Evaluating NGBoost against key criteria for good probabilistic prediction](https://valeman.medium.com/does-ngboost-work-evaluating-ngboost-ag…
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Hi when trying
pip install kenlm
I get
## Current Behavior
'x86_64-conda_cos6-linux-gnu-cc' failed with exit status 1
### Steps to Reproduce
pip install kenlm
I also tried
conda instal…
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We need to make some dependency optional, to minimize the dependencies on a simple install of the package.
I suggest the first extras should be called "ML"
```toml
[tool.poetry.extras]
ML = ["…
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Curious about the possible availability of the natural gradient boost algorithm in R? Perhaps via the reticulate package as @AdrianAntico suggested here: https://github.com/stanfordmlgroup/ngboost/iss…
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Hi. Thanks for sharing ngboost. I tried to install it but the followings were reported:
```
> install.packages("ngboost")
WARNING: Rtools is required to build R packages but is not currently instal…
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It seems that at this point:
https://github.com/stanfordmlgroup/ngboost/blob/3a064b48b2f97ddc99bf01aa93d4037e466a67a8/ngboost/ngboost.py#L424-L425
the code breaks out of the loop once there are `max…
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When I use ngboost's classification function, if base calls sklearn's DecisionTreeClassifier, it gets an error: ValueError: Unknown label type: 'continuous'. My trainy already uses astype('int') when …