MXNet is a deep learning framework designed for both efficiency and flexibility. It allows you to mix the flavours of deep learning programs together to maximize the efficiency and your productivity.
To install, check Build Instruction
For running the tests you can do the following in the parent directory.
nosetests tests/python/unittest nosetests tests/python/train