Machine Learning Boosting

This Jupyter-Notebook is also part of codecentric's AI Bootcamp.

The interactive notebook illustrates the concepts of

• sparse matrix representation,

• Bagging,
• AdaBoost,
• Gradient Boosting,

• and XGBoost.

Have fun!

Build and run locally

git clone https://gitlab.codecentric.de/bert.besser/ml-boosting-basics
cd ml-boosting-basics
docker build -t ml-boosting-basics .
docker run --name ml-boosting-basics -p 8888:8888 -v $(pwd)/notebooks:/notebooks ml-boosting-basics

• Then open browser and navigate to the notebook.
• Open and run ml-boosting-basics.ipynb.