Software

OptimalTriangulation

Chao Li and Maomi Ueno:
OptimalTriangulation is a JAVA software package that implements several triangulation algorithms for Bayesian networks, as described in [1, 2, 3]. The software can be reused and redistributed except for commercial purposes.
Detail here

Structure Learning

Source code of the proposed method (the depth-first branch-and-bound algorithm) described in the AAAI paper (Sugahara, Kato, and Ueno, 2024) and the JMLR paper (Sugahara, Kato, Cussens, and Ueno, 2026) is available here: Download link.
The datasets used in these two papers are also available here: Download link.

Source code of the methods compared in an Entropy paper (Sugahara and Ueno ,2021) are available: Download link.
We can easily execute the compared methods using jar files in the zip file.
For more details, please see “ReadMe.txt” in the zip file.
The datasets used in experiments of Sugahara and Ueno (2021) are available: Download link.

Uniform Tests Assembly

Source code of the methods compared in IEEE Transactions on Learning Technologies (Fuchimoto, Ishii, and Ueno 2022) are available: Download link (under review).