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install xgboost on win10/ubuntu
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install_xgboost_gpu.ipynb

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{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### 安装XGBoost-gpu Win10"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"1. 找个位置:\n",
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"`git clone --recursive https://github.com/dmlc/xgboost`\n",
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"2. 下载[编译文件](http://www.picnet.com.au/blogs/guido/2016/09/22/xgboost-windows-x64-binaries-for-download/)丢到`xgboost\\python-package\\xgboost`中\n",
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"3. 进入虚拟环境,运行`cd xgboost\\python-package\\ || python setup.py install`\n",
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"4. 检测`cd xgboost\\demo\\gpu_acceleration\\ || python cover_type.py`"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### 安装XGBoost-gpu Ubuntu"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"1. 找个位置:\n",
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"`git clone --recursive https://github.com/dmlc/xgboost`\n",
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"2. `cd xgboost/` `mkdir build` `cd build` `cmake .. -DUSE_CUDA=ON` `make -j4`\n",
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"3. 进入虚拟环境,运行`cd xgboost\\python-package\\` `sudo apt-get install python-setuptools` `sudo -s` `python setup.py install`\n",
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"4. 检测`cd xgboost\\demo\\gpu_acceleration\\ || python cover_type.py`"
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]
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}
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],
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"metadata": {
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"hide_input": false,
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.6.8"
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},
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"nbTranslate": {
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"displayLangs": [
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"*"
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],
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"hotkey": "alt-t",
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"langInMainMenu": true,
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"sourceLang": "en",
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"targetLang": "fr",
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"useGoogleTranslate": true
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},
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"toc": {
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"base_numbering": 1,
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"nav_menu": {},
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"number_sections": true,
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"sideBar": true,
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"skip_h1_title": false,
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"title_cell": "Table of Contents",
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"title_sidebar": "Contents",
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"toc_cell": false,
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"toc_position": {},
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"toc_section_display": true,
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"toc_window_display": false
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},
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"varInspector": {
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"cols": {
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"lenName": 16,
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"lenType": 16,
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"lenVar": 40
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},
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"kernels_config": {
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"python": {
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"delete_cmd_postfix": "",
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"delete_cmd_prefix": "del ",
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"library": "var_list.py",
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"varRefreshCmd": "print(var_dic_list())"
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},
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"r": {
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"delete_cmd_postfix": ") ",
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"delete_cmd_prefix": "rm(",
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"library": "var_list.r",
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"varRefreshCmd": "cat(var_dic_list()) "
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}
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},
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"types_to_exclude": [
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"module",
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"function",
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"builtin_function_or_method",
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"instance",
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"_Feature"
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],
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"window_display": false
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}

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