scFair: a seamless Python alternative for scanpy.pp.highly_variable_genes that fixes two silent failures in single-cell HVG selection — no more guessing gene count (auto-sized n_top_genes) and no more losing rare cell-type markers to majority-biased ranking (smart top-k extension).