For now, some simple code to explore the AdaBoost technique and Decision Stumps.
- Some data sources and processing.ipynb : Convert the "Adult Census Dataset" and "Titanic" datasets into a form usable for decision trees.
- AdaBoost.ipynb : Exploring the AdaBoost algorithm.
- AdaBoost via Numpy.ipynb : Reimplement with Numpy.
- AdaBoost with SciKit-Learn.ipynb : Using the sklearn package.