homlib --- An implementation of a Homomorphism Counting Algorithm

Description

This library computes the number of graph homomophisms, hom(F, G).

This implements Diaz--Serna--Thilikos's dynamic programming algorithm on a nice tree decomposition, where the greedy heuristics is used to find a tree decomposition. The complexity is O(poly(|V(F)|) |V(G)|^{tw(F)+1}). If F is tree, it runs in O(|V(F)||E(G)|).

Josep Diaz, Maria Serna, Dimitrios M. Thilikos (2002): "Counting H-colorings of partial k-trees", Theoretical Computer Science, 281 (2002), 291 – 309.

Usage

from homlib import Graph, hom
T = Graph(3)
T.addEdge(0,1)
T.addEdge(1,2)

G = Graph(3)
G.addEdge(0,1)
G.addEdge(1,2)
G.addEdge(2,0)

print(hom(T, G))

Install

C++

git clone https://github.com/spaghetti-source/homlib/
cd homlib
make

Python

It depends on pybind11 (https://github.com/pybind/pybind11)

git clone https://github.com/spaghetti-source/homlib/
pip3 install ./homlib

Note for Anaconda

If anaconda environment is used, anaconda ld will overshadow the system's linker, which might fail to build. To fix it, temporarily change anaconda's linker to ld_old and change it back after installing.

cd /home/user/$username$/anaconda3/envs/$envname$/compiler_compat/
mv ld ld_old

also

cd /home/user/$username$/anaconda3/compiler_compat/
mv ld ld_old

Similar issue can be found here.

Uninstall

C++

rm homlib

Python

pip3 uninstall homlib
rm homlib

Author

Takanori Maehara (maehara@prefield.com)