EnsembleLearning

This repo has various implementations of Ensemble Learning technqiues

Most implementations use scikit-learn but for boosting I do use XGBoost

Medium Article

The medium article corresponding to this repo is at this link

Learning Path:

To learn more go through the notebooks in the following order

1. Voting Classifier
2. Bagging/Pasting
3. Random Forests
4. Boosting(Gradient Boosting, XGBoost)
5. Stacking

ToDo:

• Adding "oob score" to the Bagging/Pasting repo
• Going indepth about each technique and clean up the notebooks

References:

• Maarten Grootendorst - https://towardsdatascience.com/stacking-made-easy-with-sklearn-e27a0793c92b
• Aurelien Geron - Hands-on Machine Learning with Scikit-Learn, Keras & TensorFlow(Buy the book!)