auto-sklearn
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automl
Automated Machine Learning with scikit-learn
Working with Scikit-learn version 1.1.1 and auto-sklearn 0.15.0 using Pycharm is working fine. When building a docker container an error message occurres: auto-sklearn 0.15.0 depends on scikit-learn=0.24.0 Is it possible...
Auto-sklearn is awesome, I'm really enjoying this great library! Currently, this line here https://github.com/automl/auto-sklearn/blob/5c69ddf4584c5c7c4977203a1a579d042c6e3716/autosklearn/pipeline/components/base.py#L46 explicitly checks the `.__bases__` attribute of the 3rd party component you are adding to make sure...
Is it possible to give a list of weights that should be tried for a given class? I have some data where very heavy reweighting of the under-represented class is...
# Short Question Description * _How did this question come about?_ I would like to see which regression model would discord unneeded data columns (e.g. Lasso and ElasticNet), and which...
These approaches are often used in financial ML. Can benefit a wide variety of ML tasks though. In short: Adding a safety gap between the k-folds or train-, test- and...
## Describe the bug ## Please describe the bug you're experiencing is precise as possible. I suspect that Y and Y pred are handed to scoring functions with unequal shapes....
Is there a way to see 1) what cross validation strategy was selected and 2) what the individual cross validation results for a given model? I am training a classifier...
## Describe the bug ## Trying to fit the model with simple dataset of shape (40, 4) with 3 Numerical 1 Categorical columns Running on google colab (might be the...
## Describe the bug ## I am trying to use Autosklearn in my Kaggle Notebook, but facing error, I tried using sklearn==1.0.1 and as well as 0.24 , both showed...
