Label = np.random. import xgboost as xgbĭata = np.random.rand(5,10) # 5 entities, each contains 10 features We can then import xgboost and run a small example. Os.environ = mingw_path + ' ' + os.environ In order to avoid it we mustĪdd the path to the g++ runtime libraries to the os environment path We build Linux packages without CUDA support, with CUDA 9.0. C:\Users\IBM_ADMIN\code\xgboost\python-package>python setup.py install If you do not wish to use Anaconda, then you must build Caffe2 from source. The point is to move to the python-package directory of XGBoost. For Anaconda, I will simply use the Anaconda prompt,Īnd type the following in it (after the prompt, in my case Ĭ:\Users\IBM_ADMIN>): C:\Users\IBM_ADMIN>cd code\xgboost\python-package I have followed the official instructions to install py-xgboost-gpu on Windows, say, entered conda install -c conda-forge py-xgboost-gpu in Anaconda. What follows depends on the Python distribution Once the last command completes the build is done. Good luck!Īlso copied below the original contents in case the link is not available. The trick is after installing successfully for regular Python, to have it work for Anaconda, you just need to pull up the Anaconda prompt and cd into this folder "code\xgboost\python-package", then run: python setup.py installĪnd voila! The article says you need to add the path, but for me it worked directly. I then searched again and found this great article which made it! I recognized this is due to the fact that Anaconda has a different Python distribution. But when I tried to import using Anaconda, it failed. The package INSTALL instructions are : Building the Module on a Unix System - The C++ wrappers require Boost.Python to be installed: sudo apt-get install boost-python1.35-dev pyvlfeat uses distutils, so to build the library: python setup.py build As I am on Windows I can't sudo apt-get, so I downloaded boost 1.57. The trick is after installing successfully for regular python, to have it work for anaconda, you just need to pull up the anaconda prompt and cd into this folder 'codexgboostpython package', then run: python setup. I was able to install xgboost for Python in Windows yesterday by following this link. Installing Xgboost On Windows 10 64 Bit With Anaconda Python Package. Type pip install C:\xgboost-0.6-cp36-cp36m-win_amd64.whlĪfter trying some things the only thing that worked for me is: conda install -c anaconda py-xgboost.I downloaded xgboost-0.6-cp36-cp36m-win_amd64.whl for anaconda 3 (python 3.6) This fixed the problem for me with no problems. Without searching in conda list of channels, you can install it using (source: ) : conda install -c anaconda py-xgboostĪnaconda's website addresses this problem here. If you're in a Unix system you can choose any other package with " linux-64" on the right. You will get a list of install-able features like this:įor example if you want to install the first one on the list mndrake/xgboost (FOR WINDOWS-64bits): conda install -c mndrake xgboost The easiest way (Worked for me) is to do the following: anaconda search -t conda xgboost
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