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@mzjp2 @angeldroth
Unfortunately we arrived at another pip lock issue
```
Run python -m pip install --upgrade pip
Requirement already up-to-date: pip in /opt/hostedtoolcache/Python/3.7.9/x64/…
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Are there any benefits of using NGBoost for multi-class classification problems? Other algorithms like XGBoost and LightGBM can output probabilities for each class. Is there a reason to use NGBoost? W…
kdlin updated
4 years ago
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Hi,
You have mentioned in the document that
`Probabilistic forecasts are available for all models, but in many cases are just data-based estimates in lieu of model estimates, so be careful.
uppe…
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"""
Trying the new library for probabilistic regression and classifcation.
Minor problems when using the Shap explainer
"""
#### SHAP plot for loc tree
import shap
shap.initjs()
explainer …
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https://github.com/ryan-wolbeck/ngboost-tuner/blob/103be78ddb16b9efdcf6ff5d3eb7064572e6a389/ngboost_tuner/tune.py#L147
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Our team is trying to leverage NGboost for our modeling working.
And I was trying to replicate the laplace distribution from the NGboost dev page.
Here is the calculation from WolframAlpha regardi…
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Hi
I was trying to install NGboost over python2.7. I have faced the following issue:
```
Collecting ngboost
Using cached ngboost-0.2.2.tar.gz (22 kB)
ERROR: Command errored out with exi…
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Hey @alejandroschuler!
In #76 you recommend that to obtain uncertainties on uncertanties (i.e. epistemic uncertainties), one could employ bagging. So for a sample if I have `mu` and `sigma` from n…
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Hey! So I want to achieve two goals, using two sep methods:
(i) Use multiple ngboost models (trained on different pre-processed data) and output corresponding `mus` and `sigmas`. Say I use 5 models, …
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Hello professors,
Recently, I try to use NGBoost to do house price prediction. But the result seems to be weird, it only slightly floats in a certain value.
When I try to use another database, the r…