scglue.num.tfidf

scglue.num.tfidf(X)[source]

TF-IDF normalization (following the Seurat v3 approach)

Parameters:

X (typing.Union[numpy.ndarray, scipy.sparse._matrix.spmatrix]) – Input matrix

Return type:

typing.Union[numpy.ndarray, scipy.sparse._matrix.spmatrix]

Returns:

X_tfidf – TF-IDF normalized matrix