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Hi,
As mentioned in the documentation, one can set up his/her own custom metric.
I just don't understand why X_test and y_test are inputs of this function. Since the metric is gonna be minimized…
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Hi Team FLAML:
Thank you for your great work and timely support. So far FLAML works well in our internal modeling workflow and creates significant values by increasing the efficiency of HPO and aut…
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Hello, I wonder if it is possible to reproduce the results of "flaml.AutoML.fit()"?
If possible, could you please kindly let me know how to set up the random_state (or seed) for the "flaml.AutoML.fi…
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```
import time
import ray
from ray import tune
from ray.tune.suggest import ConcurrencyLimiter
from ray.tune.schedulers import AsyncHyperBandScheduler
from ray.tune.suggest.flaml import Blend…
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Hi @sonichi:
When running the latest version of FLAML (0.6.2) on an azure VM via reticulate, I got the following error:
>>> automl._search_states['MonoLightGBM'].trained_estimator
AttributeErro…
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LGBM's search space includes `subsample`, [also known as](https://lightgbm.readthedocs.io/en/latest/Parameters.html#bagging_fraction) `bagging_fraction`:
https://github.com/microsoft/FLAML/blob/100…
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Hi @sonichi:
Is it possible to enable users to use a list of pre-defined CV folds (as most ML algorithms do) for automl.fit(), please? This feature is crucial when users want to create an ensemble …
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We should include this example: https://github.com/microsoft/FLAML/blob/v0.2.5/notebook/flaml_azureml.ipynb
That's a notebook, but possibly a workflow would also be a valuable addition.
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Hi:
I've received the error message below with lrl1 when using FLAML in RStudio via reticulate:
[flaml.automl: 04-02 14:24:16] {986} INFO - iteration 0 current learner lrl1
NameError: name '_'…
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I tried using a custom metric function as argument to AutoML.fit but it raises errors.
I made sure to follow the required function signature as mentionned in the documentation :
> metric –
>
>…