Adding changes for Flaml Sklearn integration #1361
Merged
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
xzdandy
reviewed
Nov 16, 2023
| @@ -165,7 +167,6 @@ def handle_sklearn_function(self): | |||
| Use Sklearn's regression to train models. | |||
| """ | |||
| try_to_import_sklearn() | |||
There was a problem hiding this comment.
Do we need to update the import library? We need flaml instead of sklearn.
There was a problem hiding this comment.
Making the imports common for Sklearn and Ludwig
…Flaml AutoML. We now use try_to_import_flaml_automl()
xzdandy
approved these changes
Nov 17, 2023
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Flaml provides support for Sklearn models like Random Forests, KNN, Extra Trees Regressor, and Logistic Regression with regularization. We plan to integrate these ML models into EVADB.
Link for Flaml documentation: https://microsoft.github.io/FLAML/docs/Use-Cases/Task-Oriented-AutoML