Harmony is a general-purpose R package with an efficient algorithm for integrating multiple data sets. It is especially useful for large single-cell datasets such as single-cell RNA-seq. Harmony has been tested on R versions =4. Please consult the DESCRIPTION file for more details on required R packages. Harmony has been tested on Linux, OS X, and Windows platforms.

Features

  • Analyze thousands of cells on your laptop
  • Different cell types may be present or absent in each batch
  • Integrate cells from multiple donors, tissues – even different technologies
  • Advanced tutorial
  • Visualize how Harmony aligns single-cell RNA-seq datasets from three different donors
  • Harmony has been tested on R versions 3.4

Project Samples

Harmony Data Integration Screenshot 1

Project Activity

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Categories

Data Integration

License

MIT License

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Harmony Data Integration Web Site

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

R

Related Categories

R Data Integration Tool

Registered

2023-06-12
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