Ubuntu深度学习环境sklearn配置

选用scikit-neuralnetwork进行深度学习
系统：Ubuntu14.04
1、更新系统

sudo apt-get update
sudo apt-get upgrade

2、安装pip
python2.7.9或以上版本自带pip，现用python2.7.6，输入

sudo apt-get install python-pip

3、安装numpy、scipy、theano

sudo apt-get install python2.7-dev
sudo apt-get install libblas-dev liblapack-dev libatlas-base-dev gfortran#依赖的包
sudo pip install numpy
sudo pip install scipy 
sudo pip install Theano#安装时t大写

4、安装pylearn2

sudo apt-get install git
sudo pip install -e git+https://github.com/lisa-lab/pylearn2.git#egg=Package "#"后面一并输入

5、安装scikit-neuralnetwork

sudo pip install scikit-neuralnetwork
git clone https://github.com/aigamedev/scikit-neuralnetwork.git
cd scikit-neuralnetwork
sudo python setup.py develop

6、测试是否都正常安装

sudo pip install nose
nosetests -v sknn.tests

7、安装matplotlib

sudo apt-get install libpng-dev
sudo apt-get install libjpeg-dev
sudo apt-get install libfreetype6-dev
sudo pip install matplotlib

8、测试matplotlib

python examples/plot_mlp.py --params activation

9、在mnist数据集上测试

python examples/bench_mnist.py sknn

原文地址：https://www.jb51.cc/ubuntu/354762.html