How to install xgboost via python pip

xgboost - XGBoost Python Package, it belongs to Classifiers:

- License :: OSI Approved :: Apache Software License
- Programming Language :: Python :: 3.1
- Programming Language :: Python :: 3.10

When you know about this project and you want to new install xgboost to support your project or you get trouble as ModuleNotFoundError: No module named "xgboost" or ImportError: cannot import name "xgboost" in your project, let follow this tutorial to install xgboost

Installation:

Step 1: First, ensure you installed pip in your os, to check pip has been installed on your computer

In Windows (CMD):

py -m pip --version

In Unix/macOS:

python3 -m pip --version

Ensure pip, setuptools, and wheel are up to date:

In Windows (CMD):

py -m pip install --upgrade pip setuptools wheel

In Unix/macOS:

python3 -m pip install --upgrade pip setuptools wheel

Optional - If you want to install in virtual environment:

In Windows (CMD):

- Install virtualenv - if you installed it, please ignore

py -m pip install --user virtualenv

- Create a virtual environment

py -m venv test_xgboost_env

- Active the virtual environment

test_xgboost_env\Scripts\active

In Unix/macOS:

- Install virtualenv - if you installed it, please ignore

pip3 install virtualenv

- Create a virtual environment

python3 -m venv test_xgboost_env

- Active the virtual environment

source test_xgboost_env/bin/active

Step 2: OK, now, let flow below content to start the installation xgboost

To install xgboost on Windows(CMD):

py -m pip install xgboost

To install xgboost on Unix/macOs:

pip install xgboost

Step 3: If you want to install a specific xgboost version, add ==<xgboost version> to the end command line

Example:

pip install xgboost==0.4a12                                                        pre-release

Please see the version list below table:

Version	Released date	Command
xgboost 1.6.1	2022-05-09T09:31:53	Windows: `py -m pip install xgboost==1.6.1` Unix/macOs: `pip install xgboost==1.6.1`
xgboost 1.6.0	2022-04-16T04:09:35	Windows: `py -m pip install xgboost==1.6.0` Unix/macOs: `pip install xgboost==1.6.0`
xgboost 1.5.2	2022-01-17T16:17:38	Windows: `py -m pip install xgboost==1.5.2` Unix/macOs: `pip install xgboost==1.5.2`
xgboost 1.5.1	2021-11-24T19:51:13	Windows: `py -m pip install xgboost==1.5.1` Unix/macOs: `pip install xgboost==1.5.1`
xgboost 1.5.0	2021-10-17T17:15:49	Windows: `py -m pip install xgboost==1.5.0` Unix/macOs: `pip install xgboost==1.5.0`
xgboost 1.4.2	2021-05-13T11:49:10	Windows: `py -m pip install xgboost==1.4.2` Unix/macOs: `pip install xgboost==1.4.2`
xgboost 1.4.1	2021-04-20T01:45:33	Windows: `py -m pip install xgboost==1.4.1` Unix/macOs: `pip install xgboost==1.4.1`
xgboost 1.4.0	2021-04-12T18:26:19	Windows: `py -m pip install xgboost==1.4.0` Unix/macOs: `pip install xgboost==1.4.0`
xgboost 1.3.3	2021-01-20T13:31:37	Windows: `py -m pip install xgboost==1.3.3` Unix/macOs: `pip install xgboost==1.3.3`
xgboost 1.3.2	2021-01-18T05:41:21	Windows: `py -m pip install xgboost==1.3.2` Unix/macOs: `pip install xgboost==1.3.2`
xgboost 1.3.1	2020-12-22T09:01:48	Windows: `py -m pip install xgboost==1.3.1` Unix/macOs: `pip install xgboost==1.3.1`
xgboost 1.3.0.post0	2020-12-09T18:22:42	Windows: `py -m pip install xgboost==1.3.0.post0` Unix/macOs: `pip install xgboost==1.3.0.post0`
xgboost 1.2.1	2020-10-14T01:11:52	Windows: `py -m pip install xgboost==1.2.1` Unix/macOs: `pip install xgboost==1.2.1`
xgboost 1.2.0	2020-08-23T02:46:01	Windows: `py -m pip install xgboost==1.2.0` Unix/macOs: `pip install xgboost==1.2.0`
xgboost 1.1.1	2020-06-07T04:14:35	Windows: `py -m pip install xgboost==1.1.1` Unix/macOs: `pip install xgboost==1.1.1`
xgboost 1.1.0	2020-05-17T08:23:22	Windows: `py -m pip install xgboost==1.1.0` Unix/macOs: `pip install xgboost==1.1.0`
xgboost 1.0.2	2020-03-04T01:26:30	Windows: `py -m pip install xgboost==1.0.2` Unix/macOs: `pip install xgboost==1.0.2`
xgboost 1.0.1	2020-02-21T17:08:10	Windows: `py -m pip install xgboost==1.0.1` Unix/macOs: `pip install xgboost==1.0.1`
xgboost 1.0.0	2020-02-20T05:19:04	Windows: `py -m pip install xgboost==1.0.0` Unix/macOs: `pip install xgboost==1.0.0`
xgboost 0.90	2019-05-20T21:41:06	Windows: `py -m pip install xgboost==0.90` Unix/macOs: `pip install xgboost==0.90`
xgboost 0.82	2019-03-05T05:29:53	Windows: `py -m pip install xgboost==0.82` Unix/macOs: `pip install xgboost==0.82`
xgboost 0.81	2018-11-05T20:07:16	Windows: `py -m pip install xgboost==0.81` Unix/macOs: `pip install xgboost==0.81`
xgboost 0.80	2018-08-14T04:36:08	Windows: `py -m pip install xgboost==0.80` Unix/macOs: `pip install xgboost==0.80`
xgboost 0.72.1	2018-07-08T20:18:56	Windows: `py -m pip install xgboost==0.72.1` Unix/macOs: `pip install xgboost==0.72.1`
xgboost 0.71	2018-04-11T12:54:50	Windows: `py -m pip install xgboost==0.71` Unix/macOs: `pip install xgboost==0.71`
xgboost 0.7.post4	2018-03-26T06:48:01	Windows: `py -m pip install xgboost==0.7.post4` Unix/macOs: `pip install xgboost==0.7.post4`
xgboost 0.7.post3	2018-01-02T10:37:31	Windows: `py -m pip install xgboost==0.7.post3` Unix/macOs: `pip install xgboost==0.7.post3`
xgboost 0.7.post2	2018-01-01T17:22:39	Windows: `py -m pip install xgboost==0.7.post2` Unix/macOs: `pip install xgboost==0.7.post2`
xgboost 0.7.post1	2018-01-01T14:48:07	Windows: `py -m pip install xgboost==0.7.post1` Unix/macOs: `pip install xgboost==0.7.post1`
xgboost 0.7	2018-01-01T14:35:56	Windows: `py -m pip install xgboost==0.7` Unix/macOs: `pip install xgboost==0.7`
xgboost 0.6	2016-08-09T07:20:17	Windows: `py -m pip install xgboost==0.6` Unix/macOs: `pip install xgboost==0.6`

Step 4: Otherwise, you can install xgboost from local archives:

Download the distribution file from xgboost-1.6.1.tar.gz or the specific xgboost version in the below list of distribution

After that, install by command:

On Windows(CMD):

py -m pip install <path_to_xgboost_downloaded_file>

On Unix/macOs:

pip install <path_to_xgboost_downloaded_file>

List distribution:

Project link:

- Homepage

How to install xgboost via python pip

Installation:

Step 1: First, ensure you installed pip in your os, to check pip has been installed on your computer

Step 2: OK, now, let flow below content to start the installation xgboost

Step 3: If you want to install a specific xgboost version, add ==<xgboost version> to the end command line

Step 4: Otherwise, you can install xgboost from local archives:

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