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Anaconda

Anaconda is package manager for Linux, MacOS and Windows, download via http://continuum.io/downloads. A fast installation of Anaconda can be done with

wget https://repo.continuum.io/archive/Anaconda2-4.2.0-Linux-x86_64.sh
bash Anaconda-2.2.0-Linux-x86_64.sh
source ~/.bashrc
or something more lightweight:

Miniconda

wget https://repo.continuum.io/miniconda/Miniconda2-latest-Linux-x86_64.sh
sh Miniconda3-latest-Linux-x86_64.sh

Packages are handled below the home directory (default), so root-access is not needed. It supports user defined recipies mainly distributed via binstar (https://binstar.org). For a cdo installation, call

conda config --add channels conda-forge
for adding the conda-forge chanbel. conda-forge is a project maintaining a lot of scientific software package for conda. Now you can install cdo and its python bindings with
conda install cdo
conda install python-cdo

If there are packages missing and the cdo binary does not run correctly, please consider runnning a complete update of the packages with

conda update --all