I am using Anaconda. I first switched to Python2 (Version 2.7.11).
python -V
Python 2.7.11 :: Continuum Analytics, Inc.
I used the following command to install xgboost in anaconda.
conda install -c https://conda.anaconda.org/akode xgboost
I then checked that xgboost is installed.
conda list
xgboost 0.3 py27_0 akode
I run python in terminal, import xgboost and got the following errors.
import xgboost as xgb
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "//anaconda/envs/wen2/lib/python2.7/site-packages/xgboost.py", line 82, in <module>
xglib = load_xglib()
File "//anaconda/envs/wen2/lib/python2.7/site-packages/xgboost.py", line 59, in load_xglib
lib = ctypes.cdll.LoadLibrary(lib_path[0])
File "//anaconda/envs/wen2/lib/python2.7/ctypes/__init__.py", line 443, in LoadLibrary
return self._dlltype(name)
File "//anaconda/envs/wen2/lib/python2.7/ctypes/__init__.py", line 365, in __init__
self._handle = _dlopen(self._name, mode)
OSError: dlopen(//anaconda/envs/wen2/lib/python2.7/site-packages/libxgboostwrapper.so, 6): Library not loaded: @rpath/./libgomp.1.dylib
Referenced from: //anaconda/envs/wen2/lib/python2.7/site-packages/libxgboostwrapper.so
Reason: image not found
I have no idea what to do next.
The package image you download is corrupt. What you should do :
First remove your xgboost package with (in the terminal) :
conda remove xgboost
Then reinstall with an other package at https://anaconda.org/aterrel/xgboost So just write :
conda install py-xgboost
Then you can check the installation in the python console :
import xgboost
It should be ok.
I had the same error. I completely uninstalled xgboost by pip unistall. then installed it back by:
conda install -c bioconda xgboost=0.6a2
This seems to solve the problem
You first need to build the library through "make", then you can install using anaconda prompt.
First follow the official guide with the following procedure (in Git Bash on Windows):
git clone --recursive https://github.com/dmlc/xgboost
git submodule init
git submodule update
alias make='mingw32-make'
cp make/mingw64.mk config.mk; make -j4
Last, do the following using anaconda prompt:
cd xgboost\python-package
python setup.py install
Also refer to these great resources:
你尝试过使用pip吗?
source activate yourenvironment
pip install xgboost
Library not loaded: @rpath/./libgomp.1.dylib
This is the key.
In my case, it is " Library not loaded: /usr/local/opt/gcc/lib/gcc/6/libgomp.1.dylib"
I check my path "/usr/local/opt/gcc/lib/gcc" and there is only a folder named 7 there , no 6.
So i use "sudo find / -name libgomp.1.dylib" to locate all the gcc version i have installed, with I found that there is a version 6 in another location.
Then I create a folder named 6 under '/usr/local/opt/gcc/lib/gcc' and copy those gcc 6 files in there . Finally , "import xgboost" works with no error .
I had a similar problem
>>> import xgboost
/usr/local/anaconda2/lib/python2.7/site-packages/sklearn/cross_validation.py:44: DeprecationWarning: This module was deprecated in version 0.18 in favor of the model_selection module into which all the refactored classes and functions are moved. Also note that the interface of the new CV iterators are different from that of this module. This module will be removed in 0.20.
"This module will be removed in 0.20.", DeprecationWarning)
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/usr/local/anaconda2/lib/python2.7/site-packages/xgboost/__init__.py", line 11, in <module>
from .core import DMatrix, Booster
File "/usr/local/anaconda2/lib/python2.7/site-packages/xgboost/core.py", line 112, in <module>
_LIB = _load_lib()
File "/usr/local/anaconda2/lib/python2.7/site-packages/xgboost/core.py", line 106, in _load_lib
lib = ctypes.cdll.LoadLibrary(lib_path[0])
File "/usr/local/anaconda2/lib/python2.7/ctypes/__init__.py", line 440, in LoadLibrary
return self._dlltype(name)
File "/usr/local/anaconda2/lib/python2.7/ctypes/__init__.py", line 362, in __init__
self._handle = _dlopen(self._name, mode)
OSError: /usr/local/anaconda2/bin/../lib/libgomp.so.1: version `GOMP_4.0' not found (required by /usr/local/anaconda2/lib/python2.7/site-packages/xgboost/./lib/libxgboost.so)
In my case the problem is that i installed xgboost with a regular user. So i did
sudo su
pip uninstall xgboost
pip install xgboost
python
>>> import xgboost
/usr/local/anaconda2/lib/python2.7/site-packages/sklearn/cross_validation.py:44: DeprecationWarning: This module was deprecated in version 0.18 in favor of the model_selection module into which all the refactored classes and functions are moved. Also note that the interface of the new CV iterators are different from that of this module. This module will be removed in 0.20.
"This module will be removed in 0.20.", DeprecationWarning)
>>> ~
Hope this can help!
in the my ubuntu 14.04,
first: install anaconda
second: git clone the xgboost, and make and install, complie the python package
third: setup the xgboost with anaconda. for example:
1) cd yourpath/xgboost/python-package
2) find you anaconda python python path:
anaconda/bin/python setup.py install
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