Install NumPy, SciPy, scikit-learn on Mac OS X
Outline
1. install Xcode –> 2. install pip –> 3. install brew –> 4. install NumPy –> 5. install gfortran (important!) –> 6. install SciPy –> 7. install matplotlib (useful) –> 8. install scikit-learn –> 9. test
Preamble:
Python 2.5 ~ above is preinstalled in the current Mac OS lion. To make sure, in terminal (search in spotlight), type python after $, you should be able to see the python version installed and prompted to the python interpretation environment. Else type “sudo easy_install python” to intall python2.
Download Xcode from app store and install it. After that, open installed Xcode, go to Preferences –> Download–> Command Line Tools, click ‘install’ to install the commands which are not installed in the shell.
The following steps will all be done in terminal. For this step, sudo easy_install pip.
ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)"
sudo pip install numpy
brew install gfortran –> this is a critical step before installing scipy, as many dependencies of the latter is contained in this package
sudo pip install scipy
sudo pip install matplotlib
sudo pip install scikit-learn
launch python and test the installed packages.
(after $) python –>
(after >>>)
import numpy
import scipy
import matplotlib
import sklearn
Successfully installed all the packages if no error found after the import!
In addition, pandas can also be a handy library for data analysis, to install:
sudo pip install pandas
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