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dissatisfaction-ai / scHierarchy

A toolking for cell type hierarchies: marker selection & consistent classification
Apache License 2.0
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Adding standard dropout and gene dropout #12

Closed vitkl closed 2 years ago

vitkl commented 2 years ago

Dropout can address the following issues:

  1. Ignoring genes with similar expression profiles (correlated genes)
  2. Overfitting