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Easiest way to install xgboost on windows (download binaries – no need to compile )

Posted by Diego em Abril 5, 2017

1) (I am assuming both git and Anaconda are already installed).

2) Choose a place to have the installer files and clone the git repo:


git clone xgboost_install




3) Download the libxgboost.dll file from here and copy it to the xgboost folder on: <install_dir>\python-package\xgboost\





4) Navigate to the python_package folder and run:

python install


That should work fine.

If, however, you get the error bellow – like I did – when trying to import the library:



WindowsError: [Error 126] The specified module could not be found


here’s what I recommend:

After some debugging I found out the problem was on the from .core import DMatrix, Booster command, more specifically, on the “_load_lib()” function inside Core trying to run this line:


lib = ctypes.cdll.LoadLibrary(lib_path[0])


where lib_path[0] was precisely the file path for the libxgboost.dll I had just copied to the xgboost folder.

Since I was sure the file existed, I realized that maybe the DLL depended on other DLLs that could not be found. To check that, I downloaded dependency walker from this link, which showed me that the required VCOMP140.DLL was missing:







After some goggling, I discovered that the most common cause for that is that my machine did not have the C++ runtime installed, which I downloaded from here and eventually solved my problem:




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