#PIP INSTALL XGBOOST WINDOWS#

After discussing the common installations errors that I typically face, I will finally describe a simple solution in which I was able to solve the XGBoost installation problems on most of my students’ Windows machine. Therefore, in this article, I will discuss some of the installation issues that I typically encounter during my training classes with the students. Unfortunately, XGBoost has gone through so many major changes in each version update, and therefore it was simply extremely challenging to find a reliable and fast solution even on the StackOverflow or on the official XGBoost forum. Typically, when there is an installation issue, StackOverflow has always been my number one choice to seek for help. This somewhat has made my first few hours of the first-day training session so unproductive, as I tend to spend more time debugging my students’ installation problems. In fact, most of my students have no or very little Python programming experience.įrom my experience, there can be simply too many different types of installation errors that one may encounter when installing XGBoost on Windows.

However, the bitter truth is that the majority of people (i.e., non-programmers) are still using Microsoft Windows as the primary operating system on their laptops. Yes, most data scientists would have agreed that Windows OS should never be the number one choice to run your data science projects. When delivering my data science training session, my students always have difficulties in installing XGBoost package using Anaconda on the Windows machine.

This is What You Should Do If You Fail to Install the Latest or an Older Version of XGBoost on Your Windows Machine

Pip install xgboost