A library for efficient similarity search and clustering of dense vectors. - GitHub - facebookresearch/faiss: A library for efficient similarity search and clustering of dense vectors.
tomotopy is a Python extension of tomoto (Topic Modeling Tool) which is a Gibbs-sampling based topic model library written in C++. It utilizes a vectorization of modern CPUs for maximizing speed. The current version of tomoto supports several major topic models including
T. Chan, T. van Dijk, K. Fleszar, J. Spoerhase, and A. Wolff. Proc. 29th Annu. Int. Symp. Algorithms
Comput. (ISAAC'18)
, volume 123 of LIPIcs, page 61:1--61:13. Schloss Dagstuhl~-- Leibniz-Zentrum für
Informatik, (2018)
P. Kindermann, A. Schulz, J. Spoerhase, and A. Wolff. Proc. 22nd Int. Sympos. Graph Drawing (GD'14)
, volume 8871 of Lecture Notes in Computer Science, page 488--500. Springer-Verlag, (2014)
A. Löffler, T. van Dijk, and A. Wolff. Proc. 24th Int. Symp. Graph Drawing & Network Vis.
(GD'16)
, volume 9801 of Lecture Notes in Computer Science, page 144--151. Springer-Verlag, (2016)
A. Spillner, and A. Wolff. Proc. 34th Int. Conf. Current Trends Theory &
Practice Comput. Sci. (SOFSEM'08)
, volume 4910 of Lecture Notes in Computer Science, page 473--484. Springer-Verlag, (2008)
W. Evans, P. Rzażewski, N. Saeedi, C. Shin, and A. Wolff. Proc. 27th Int. Symp. Graph Drawing & Network
Vis. (GD'19)
, volume 11904 of Lecture Notes in Computer Science, page 18--32. Springer-Verlag, (2019)http://arxiv.org/abs/1908.08273.
O. Daescu, N. Mi, C. Shin, and A. Wolff. Proc. 8th Japanese Conf. on Discrete and
Computational Geometry (JCDCG'04)
, volume 3742 of Lecture Notes in Computer Science, page 62--75. Springer-Verlag, (2005)