Ubuntu 16.04 神经网络环境搭建

Ubuntu远程ssh登陆

sudo apt-get install openssh-server

修改pip国内源

mkdir ~/.pip
vim pip.conf

[global]
index-url = https://pypi.tuna.tsinghua.edu.cn/simple
[install]

trusted-host=mirrors.aliyun.com

安装anaconda

wget https://repo.continuum.io/archive/Anaconda3-5.1.0-Linux-x86_64.sh
bash ~/anaconda3/Anaconda3-5.1.0-Linux-x86_64.sh

重启Linux

sudo reboot

conda修改国内源

conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
conda config --set show_channel_urls yes

jupyter远程登陆设置

jupyter notebook --generate-config
jupyter-notebook password


vim ~/.jupyter/jupyter_notebook_config.py 
c.NotebookApp.ip='*'

安装tensorflow

conda create --name tensorflow python=3.5 jupyter
source activate tensorflow
pip install --ignore-installed --upgrade https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-1.6.0-cp35-cp35m-linux_x86_64.whl

验证tensorflow

vim test.py
# Python
import tensorflow as tf
hello = tf.constant('Hello, TensorFlow!')
sess = tf.Session()
print(sess.run(hello))

python test.py

安装keras

pip install keras

安装pytorch

conda install pytorch -c soumith

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