MMoCHi - MultiModal Classification Hierarchy
MMoCHi is a hierarchical classification system designed for CITE-Seq data, but applicable to diverse single-cell sequencing modalities. It includes tools for:
- Integrating data of Antibody Derived Tag (ADT) expression
- High-confidence thresholding of cell populations using ADT expression, gene expression, and cell metadata
- Building a hierarchy of cell subset classifiers
- Training and evaluating random forest classifiers at each hierarchy level
- To get started with MMoCHi, see Installation, Tutorials, and Example Hierarchies.
- For more details on formatting your data correctly, read the Input and Output Specifications.
- For complete documentation, check out our API.
- Check out our Github!