graphslope is a Python module dedicated to solve the Graph-Slope optimization problem as introduced in [1]. It is ditributed under the 3-Clause BSD license.
The required dependencies to build the software are Python >= 3.5, setuptools, Numpy >= 1.17 and scikit-learn >= 0.20.
For running the notebooks, you will also needs osmnx >= 0.5.1.
This package uses distutils, which is the default way of installing python modules. To install it locally, use::
pip install -e .
To install for all users on Unix/Linux::
python setup.py build
python setup.py install
[1]: A sharp oracle inequality for Graph-Slope. Pierre C. Bellec, Joseph Salmon, and Samuel Vaiter. Electron. J. Statist., 11(2):4851–4870, 2017.