A set of useful diffusion related graph algorithm
Project description
===============
graph_lib
===============
A graph library containing some useful diffusion algorithms.
Features
===============
* Written in C++
* Extract import features like pagerank value without looking the whole graph.
* Graph is stored in CSR.
Installation
===============
1. Install with pip::
pip install graph_lib
2. Uninstall::
pip uninstall graph_lib
3. Compile from the source code::
python setup.py install
Current Routines
===============
1. aclpagerank
2. aclpagerank_weighted
3. sweepcut
4. MQI
5. ppr_path
6. proxl1PRaccel
Usage
===============
See examples.ipynb
License
===============
GPL version 2.
Copyright by Meng Liu, David F. Gleich, 2017-2022
graph_lib
===============
A graph library containing some useful diffusion algorithms.
Features
===============
* Written in C++
* Extract import features like pagerank value without looking the whole graph.
* Graph is stored in CSR.
Installation
===============
1. Install with pip::
pip install graph_lib
2. Uninstall::
pip uninstall graph_lib
3. Compile from the source code::
python setup.py install
Current Routines
===============
1. aclpagerank
2. aclpagerank_weighted
3. sweepcut
4. MQI
5. ppr_path
6. proxl1PRaccel
Usage
===============
See examples.ipynb
License
===============
GPL version 2.
Copyright by Meng Liu, David F. Gleich, 2017-2022
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
graph_lib-0.4.8.tar.gz
(814.2 kB
view hashes)
