Tutorials that help Data Scientists get their pandas on.

Feature Selection

Feature Selection

Tutorials

Backward Stepwise Feature Selection With PyRasgo

Backward Stepwise Feature Selection with Catboost

Backward Stepwise Feature Selection With Scikit-Learn

Feature Selection with PyRasgo

Scikit-Learn Gradient Boosted Tree Feature Selection With Shapley Importance

Scikit-Learn Gradient Boosted Tree Feature Selection With Permutation Importance

Scikit-Learn Gradient Boosted Tree Feature Selection With Tree-Based Feature Importance

Feature Selection Using the F-Test in Scikit-learn

Feature Selection Using Variance in Scikit-learn

Additional Featured Engineering Tutorials

Data Cleaning

Model Selection

Feature Transformation

Feature Profiling

Feature Importance

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Try RasgoQL

Open source data transformations, without having to write SQL. Choose from a wide selection of predefined transforms that can be exported to DBT or native SQL.

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Backward Stepwise Feature Selection With PyRasgo
Backward Stepwise Feature Selection with Catboost
Backward Stepwise Feature Selection With Scikit-Learn
Feature Selection with PyRasgo
Scikit-Learn Gradient Boosted Tree Feature Selection With Shapley Importance
Scikit-Learn Gradient Boosted Tree Feature Selection With Permutation Importance
Scikit-Learn Gradient Boosted Tree Feature Selection With Tree-Based Feature Importance
Feature Selection Using the F-Test in Scikit-learn
Feature Selection Using Variance in Scikit-learn

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