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Just wanted to share a code snippet on how to use DoWhy and EconML with another gem from Microsoft, FLAML:
```
from flaml import AutoML
class AutoMLWrapper(AutoML):
def __init__(self, *args,…
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To perform nested cross-validation:
```
sklearn.model_selection.cross_val_score(automl, X, y, cv=2)
```
However that requires AutoML to have a `score()` method available. Okay, let's explicitly g…
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Hi @sonichi:
I noticed recently that if the dataset was large (hard to specify how 'large' it has to be), there was always a memory-related error when building the ensemble:
**TerminatedWorkerEr…
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First of all - thanks a lot for the great library.
I used FLAML successfully to find a suitable model for my classification use case. As I need to have calibrated probabilities I decided to clone t…
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### What happened + What you expected to happen
https://buildkite.com/ray-project/release-tests-branch/builds/752#0181d064-d4a0-4642-82cd-6e16ce855f75
### Versions / Dependencies
master
### Reprod…
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Hello,
The example on https://github.com/microsoft/FLAML for forecasting is not working with the latest release 0.9.5. Please find the error below:
InsufficientDataLengthError: Sum of model lags…
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I am trying to match model performance for LightGBM in .NET and Python. I am having some challenges ( discussion : https://github.com/microsoft/FLAML/discussions/409#discussioncomment-2058431 )
Te…
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Is there a support for sklearn.model_selection.TimeSeriesSplit
https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.TimeSeriesSplit.html
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I get Sklearn version error.
Currently my installation is as follows:
`
Python == 3.8.8
pycaret == 2.3.0
scikit-learn == 0.23.2
`
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How can we use 'gap' method which is exist in sklearn.…