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

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I am a new Python user. I downloaded the latest Anaconda 3 2.4.1 (Python 3.5) from the below link: https://www.continuum.io/downloads

My PC Configurations are: Windows 10, 64 bit, 4GB RAM

I have spent hours trying to find the right way to download the package after the 'pip install xgboost' failed in the Anaconda command prompt but couldn't find any specific instructions for Anaconda.

Can anyone help on how to install xgboost from Anaconda?

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:

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.

How to install xgboost in Anaconda Python (Windows platform)?, is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable. It implements machine learning algorithms under the Gradient Boosting framework. I was able to install xgboost for Python in Windows yesterday by following this link.But when I tried to import using Anaconda, it failed. I recognized this is due to the fact that Anaconda has a different Python distribution.

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.

Py Xgboost :: Anaconda Cloud, I have miniconda with python 3.6.1, conda 4.3.22 & Win 10 64 bit. But the solution that I've How to install xgboost package in python (windows platform)?  How to install xgboost package in python (windows platform)? in Windows 8 64bit, Python 2.7 with Visual Studio 2013 (don't need mingw64) a really simple way

  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

How to access Anaconda command prompt in Windows 10 (64-bit , How to install xgboost in Anaconda Python (Windows platform)? · Ask Question I downloaded the latest Anaconda 3 2.4.1 (Python 3.5) from the below link:  notebook - How to install xgboost in Anaconda Python(Windows platform)? I was able to install xgboost for Python in Windows yesterday by following this link. But

I was able to install xgboost for Python in Windows yesterday by following this link. But when I tried to import using Anaconda, it failed. I recognized this is due to the fact that Anaconda has a different Python distribution. I then searched again and found this great article which made it!

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 install

And voila! The article says you need to add the path, but for me it worked directly. Good luck!

Also copied below the original contents in case the link is not available...

Once the last command completes the build is done. We can now install the Python module. What follows depends on the Python distribution you are using. For Anaconda, I will simply use the Anaconda prompt, and type the following in it (after the prompt, in my case [Anaconda3] C:\Users\IBM_ADMIN>):

[Anaconda3] C:\Users\IBM_ADMIN>cd code\xgboost\python-package
The point is to move to the python-package directory of XGBoost.  Then type:
[Anaconda3] C:\Users\IBM_ADMIN\code\xgboost\python-package>python setup.py install

We are almost done. Let's launch a notebook to test XGBoost. Importing it directly causes an error. In order to avoid it we must add the path to the g++ runtime libraries to the os environment path variable with:

import os

mingw_path = 'C:\\Program Files\\mingw-w64\\x86_64-5.3.0-posix-seh-rt_v4-rev0\\mingw64\\bin'

os.environ['PATH'] = mingw_path + ';' + os.environ['PATH']

We can then import xgboost and run a small example.

import xgboost as xgb 
import numpy as np
data = np.random.rand(5,10) # 5 entities, each contains 10 features
label = np.random.randint(2, size=5) # binary target
dtrain = xgb.DMatrix( data, label=label)

dtest = dtrain

param = {'bst:max_depth':2, 'bst:eta':1, 'silent':1, 'objective':'binary:logistic' }
param['nthread'] = 4
param['eval_metric'] = 'auc'

evallist  = [(dtest,'eval'), (dtrain,'train')]

num_round = 10
bst = xgb.train( param, dtrain, num_round, evallist )

bst.dump_model('dump.raw.txt')

We are all set!

conda-forge, How to install xgboost in Anaconda Python (Windows platform)?. I am a new Python user. I downloaded the latest Anaconda 3 2.4.1 (Python  Table of Contents How to find missing columns list using Python Random Forest Regression Using Python Sklearn From Scratch Recognise text and digit from the image with Python, OpenCV and Tesseract OCR Real-Time Object Detection Using YOLO Model Deep Learning Object Detection Model Using TensorFlow on Mac OS Sierra Anaconda Spyder Installation on Mac & Windows Install XGBoost on Mac OS Sierra

After trying some things the only thing that worked for me is:

conda install -c anaconda py-xgboost

How I Installed XGBoost after a lot of Hassles on my Windows , Hi, I am using anaconda and need to install xgboost package, as it is not preinstalled. where the method to compile and install is given on windows platform. How to install xgboost package in python (windows platform)?. Install XGBOOST package in python using windows OS [100% working] rohan rey. Practical XGBoost in Python 2:16. Install Anaconda Python, Jupyter Notebook And Spyder on Windows 10 - Duration

How to install xgboost package on x32 bit windows for python , How to install xgboost package in python (windows platform)? I just installed xgboost both for my python 2.7 and python 3.5, anaconda, 64bit  How I Installed XGBoost after a lot of Hassles on my Windows Machine. (Anaconda’s conda install xgboost supports currently linux and mac at How to install xgboost package in python

How to install xgboost package in python (windows platform)?, vs : How to install xgboost in Anaconda Python(Windows platform)? : Code Examples. install xgboost anaconda 2. Importing it directly causes an error. But when  It can be installed on Windows, Linux, and macOS.Anaconda is an open-source, cross-platform, package management system. Anaconda comes with so very nice applications and tools: JupyterLab, Jupyter

Install xgboost anaconda 2, conda install. linux-64 v0.90; osx-64 v0.90; win-64 v0.90. To install this package with conda run: conda install -c anaconda py-xgboost  Installing xgboost in windows can be very tedious task. In windows the xgboost package needs compiling. My system’s specification: Windows 10, 64 bit ;Anaconda 5.2 ;Python 3.6. 1. Install

Comments
  • Though comment is late, use the command conda install -c anaconda py-xgboost. I was able to successfully install xgboost as on 23-03-2018. anaconda.org/anaconda/py-xgboost
  • It was useful. Using this method i successfully installed xgboost on Anaconda 4.3 on linux platform. I had to try through many version listed and finally conda install -c rdonnelly py-xgboost worked.
  • This 2 commands + this instruction link allow me to use xgBoost on Windows 10.
  • This method gives me conflict as mndrake version is for python 2.7 I think. I needed a python 3.5 solution
  • @deadcode The first command in this answer shows you how to find the version that works for your version(s) of Python.
  • @cloudscomputes normaly you get a table with all the columns Name | Version | Package Types | Platforms | Builds . Look at Builds you should find py36xxxxxx
  • the installation completed succesfully but when running the module i am getting ########## self._handle = _dlopen(self._name, mode) OSError: [WinError 126] The specified module could not be found
  • conda install -c anaconda py-xgboost
  • for me conda install py-xgboost worked fine (no need for channel)
  • conda install -c anaconda py-xgboost is the recommendation on the Anaconda website link provided. It worked for me.
  • This didn't work for me, but removing the channel worked. So conda install py-xgboost.