Running the Label Propagation algorithm

Label Propagation is another example of a community detection algorithm. Proposed in 2017, its strength is in its possibility to set some labels for known nodes and derive the unknown labels from them in a semi-supervised way. It can also take into account both relationships and node weights. In this section, we are going to detail the algorithm with a simple implementation in Python.