auto-sklearn
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automl
Automated Machine Learning with scikit-learn
# lack of understanding in this approach I do develop Python software, such as optimtool hosted on my repository, and if I don't need to clone a repository where the...
Good morning all, I am revisiting the concern regarding if/when auto-sklearn will provide support for multiclass-multioutput data. The original issue can be found below: https://github.com/automl/auto-sklearn/issues/292 In brief, it was mentioned...
I would like to know how to obtain the best model or feature name to use for training a certain model after training, similar to model. feature in sklearn_ Could...
## Describe the bug ## After the regressor search for 60 seconds, it just get stuck and never return. It even does not generate the "trajectory.json" under smac3-output. I guess...
# Short Question Description Hello, I would like to politely ask when auto-sklean will be compatible with scikit-learn 1.0 or above.
# Short Question Description Hello, I would like to ask if Bayesian optimization under this autoML framework has a clear termination condition, or just `time_left_for_this_task` and `per_run_time_limit` are the indication...
How to troubleshoot installation `auto-sklearn`? I tried to do `pipenv install auto-sklearn` on my Linux environment, but I got this (in the end): ```sh note: This error originates from a...
I trained my model on a 36 core CPU and set `n_jobs=-1` and it worked. ```shell automl = autosklearn.classification.AutoSklearnClassifier( n_jobs=-1 ) ``` However, from the perspective of `htop`, auto-sklearn only...
# Short Question Description I want to adjust the knots position of Bspline, but it is a two-dimensional array, I don't know how to use auto-sklearn to adjust it, I...
## Describe the bug ## When I try to run [the example on multi-output regression from the docs](https://automl.github.io/auto-sklearn/master/examples/20_basic/example_multioutput_regression.html#sphx-glr-examples-20-basic-example-multioutput-regression-py), the `.fit()` routine crashes with a `ValueError`. ## To Reproduce ## Steps...
