Table 3.
Features of methods employing low-ranked matrix-based approach.
| Serial No. | Algorithm/Method | OS | Interface | Programming Language | Link |
|---|---|---|---|---|---|
| 1 | ALRA | Windows, Linux, Seurat webserver | Commandline and implemented in SeuratWeb | R | https://github.com/nasqar/SeuratWizard/, http://nasqar.abudhabi.nyu.edu/SeuratWizard |
| 2 | mcImpute | Windows, Linux | Commandline | Matlab | https://github.com/aanchalMongia/McImpute_scRNAseq |
| 3 | PBLR | Windows, Linux | Commandline | Matlab | http://page.amss.ac.cn/shihua.zhang/software.html |
| 4 | scRMD | Windows, Linux | Commandline | R | https://github.com/XiDsLab/scRMD |
| 5 | scHinter | Windows, Linux | Commandline | Matlab | https://github.com/BMILAB/scHinter |
| 6 | CMF-Impute | Windows, Linux | Commandline | Matlab | https://github.com/xujunlin123/CMFImpute |
| 7 | netNMF-sc | Windows, Linux | Commandline | Python | https://github.com/raphael-group/netNMF-sc |