scAnnotate

An Automated Cell Type Annotation Tool for Single-Cell RNA-Sequencing Data

CRAN Package

An entirely data-driven cell type annotation tools, which requires training data to learn the classifier, but not biological knowledge to make subjective decisions. It consists of three steps: preprocessing training and test data, model fitting on training data, and cell classification on test data. See Xiangling Ji,Danielle Tsao, Kailun Bai, Min Tsao, Li Xing, Xuekui Zhang.(2022)<doi:10.1101/2022.02.19.481159 for more details.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 246 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 4 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
15 downloadsFeb 11, 2025
21 downloadsFeb 12, 2025
4 downloadsFeb 13, 2025
11 downloadsFeb 14, 2025
2 downloadsFeb 15, 2025
11 downloadsFeb 16, 2025
4 downloadsFeb 17, 2025
9 downloadsFeb 18, 2025
8 downloadsFeb 19, 2025
29 downloadsFeb 20, 2025
9 downloadsFeb 21, 2025
9 downloadsFeb 22, 2025
10 downloadsFeb 23, 2025
5 downloadsFeb 24, 2025
6 downloadsFeb 25, 2025
4 downloadsFeb 26, 2025
11 downloadsFeb 27, 2025
3 downloadsFeb 28, 2025
12 downloadsMar 1, 2025
3 downloadsMar 2, 2025
5 downloadsMar 3, 2025
12 downloadsMar 4, 2025
13 downloadsMar 5, 2025
3 downloadsMar 6, 2025
2 downloadsMar 7, 2025
4 downloadsMar 8, 2025
1 downloadsMar 9, 2025
7 downloadsMar 10, 2025
9 downloadsMar 11, 2025
4 downloadsMar 12, 2025
0 downloadsMar 13, 2025
0 downloadsMar 14, 2025
0 downloadsMar 15, 2025
1
29

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,868 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Jan 22, 2025 with 45 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports4 packages
  • Suggests3 packages