Installing XGBoost with Random Forest for Sklearn Machine Learning on Mac to use with Udacity Machine Learning Nanodegree capstone project. This allows you to run and process data using XGBoost in the command line on Mac. Currently there’s no official Anaconda distribution for XGBoost on Mac. Some blog posts teach installation on windows. Even after you installed this it is unlikely to work in Jupyter Notebook.