[英]Jupyter notebook xgboost import
I have the problem below (I'm on a MAC)我有以下问题(我在 MAC 上)
I can import xgboost from python2.7 or python3.6 with my Terminal but the thing is that I can not import it on my Jupyter notebook.我可以使用我的终端从 python2.7 或 python3.6 导入 xgboost,但问题是我无法在我的 Jupyter 笔记本上导入它。
import xgboost as xgb
ModuleNotFoundError Traceback (most recent call last) in () ----> 1 import xgboost as xgb ModuleNotFoundError Traceback (最近一次调用最后一次) in () ----> 1 import xgboost as xgb
ModuleNotFoundError: No module named 'xgboost' ModuleNotFoundError: 没有名为“xgboost”的模块
Although I write :虽然我写:
!pip3 install xgboost
It prints that :它打印:
Requirement already satisfied: xgboost in /Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/xgboost-0.6-py3.6.egg Requirement already satisfied: numpy in /Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages (from xgboost) Requirement already satisfied: scipy in /Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages (from xgboost)已满足要求:/Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/xgboost-0.6-py3.6.egg 中的 xgboost 已满足要求:/Library/Frameworks/Python 中的 numpy .framework/Versions/3.6/lib/python3.6/site-packages (from xgboost) 要求已经满足:scipy in /Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages (from xgboost)
Help please I searched everywhere :(请帮助我到处搜索:(
Within Jupyter Notebook cell, try running:在 Jupyter Notebook 单元中,尝试运行:
import sys !{sys.executable} -m pip install xgboost
This allows the package to be install with right on Jupiter notebook这允许在 Jupiter 笔记本上安装软件包
Running a shell escape !pip3
doesn't guarantee that it will install in the kernel you are running.运行 shell escape !pip3
并不能保证它会安装在您正在运行的内核中。 Try:尝试:
import sys
print(sys.base_prefix)
and see if this matches either of your terminal pythons.看看这是否与您的终端 python 匹配。 You should be able to run <base_prefix>/bin/pip install <package>
to ensure it is in the right site-packages
.您应该能够运行<base_prefix>/bin/pip install <package>
以确保它位于正确的site-packages
。
You can also look at which python
your kernel is running by looking in kernel.json
most likely in ~/Library/Jupyter/kernels/<kernel>/kernel.json
.您还可以通过查看kernel.json
最有可能在~/Library/Jupyter/kernels/<kernel>/kernel.json
查看您的内核正在运行哪个python
。
Note: you can also programmatically install packages with:注意:您还可以通过以下方式以编程方式安装软件包:
import pip
pip.main(['install', '<package>'])
which will force it to be in the right site-packages
for your kernel.这将强制它位于内核的正确site-packages
中。
如果您使用的是 anaconda,则可以使用下面提到的命令安装 XGBoost:
conda install -c conda-forge xgboost
它有效,谢谢,您让我开心。
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