How to install xgboost in Anaconda Python (Windows platform)? How to install xgboost in Anaconda Python (Windows platform)? windows windows

How to install xgboost in Anaconda Python (Windows platform)?


The easiest way (Worked for me) is to do the following:

anaconda search -t conda xgboost

You will get a list of install-able features like this:

enter image description here

for example if you want to install the first one on the list mndrake/xgboost (FOR WINDOWS-64bits):

conda install -c mndrake xgboost

If you're in a Unix system you can choose any other package with "linux-64" on the right.

  • Update on 22/10/2020:

Without searching in conda list of channels, you can install it using (source: https://anaconda.org/anaconda/py-xgboost) :

conda install -c anaconda py-xgboost


Anaconda's website addresses this problem here: https://anaconda.org/anaconda/py-xgboost.

conda install -c anaconda py-xgboost

This fixed the problem for me with no problems.


  1. Download package from this website. I downloaded xgboost-0.6-cp36-cp36m-win_amd64.whl for anaconda 3 (python 3.6)
  2. Put the package in directory C:\
  3. Open anaconda 3 prompt
  4. Type cd C:\
  5. Type pip install C:\xgboost-0.6-cp36-cp36m-win_amd64.whl
  6. Type conda update scikit-learn