Known Issues
A list of known problem and how to solve them.
NaN
in the Cloud, but none locally
NaN
in the Cloud, but none locallyThe index
might not always be the same in the Cloud and locally as the data that is shared is different.
Depending on your code, this could cause some issues when trying to do operation between pandas
objects that do not share the same index
.
Use the same index
index
Reset the index
index
CatBoostError: Can't create train working dir: catboost_info error
CatBoost create a directory for persisting his state. But the Run does not allow you to create file anywhere.
Change the train directory to: /tmp
/tmp
If the state doesn't need to be persisted, the /tmp
directory is the way to go.
Change the train directory to: model_directory
model_directory
If the state does need to be persisted, store everything inside the model_directory
as this folder will be reused for the Out-of-Sample phase.
If your problem is not listed, don't hesitate to reach the team!
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