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Cell type scoring and assignment with Hitype

gs_prepare()
Prepare gene sets for hitype
hitype_score()
Calculate cell type scores
hitype_assign()
Generate scores for cell types for each level
hitype_score_models()
Score cells with the models trained by train_weights()
RunHitype()
Run hitype_assign for a Seurat object

Marker weight training

train_weights()
Train weights for the markers
find_markers()
Find marker genes for cell types

Summarizing Hitype results

summary(<hitype_result>)
Summarize the hitype_result object
print(<hitype_result>)
Print the summary of the hitype_result object

Bundled marker databases

hitypedb_full
Gene sets from ScType (full version)
hitypedb_short
Gene sets from ScType (short version)
hitypedb_pbmc3k
Gene sets with weights trained from the PBMC 3k dataset