We provide a Julia interface, i.e., a wrapper to SG-t-SNE-Π, which is a high-performance software for swift embedding of a large, sparse graph into a d-dimensional space (d = 1,2,3) on a shared-memory computer.

To install SG-t-SNE-Π through Julia, issue

] add SGtSNEpi

⚠️ SGtSNEpi is currently not working on Windows and native M1 Macs: Either use WSL2 on Windows or use the package via Rosetta 2 on the M-processor Macs (that means by using the x86 and not the arm64 julia).

See the full documentation for more details.

If you use this software, please cite the following paper:

@inproceedings{pitsianis2019sgtsnepi,
    author = {Pitsianis, Nikos and Iliopoulos, Alexandros-Stavros and Floros, Dimitris and Sun, Xiaobai},
    doi = {10.1109/HPEC.2019.8916505},
    booktitle = {IEEE High Performance Extreme Computing Conference},
    month = {11},
    title = {{Spaceland Embedding of Sparse Stochastic Graphs}},
    year = {2019}
}