Is there support for sparse matrices in Python?

▼魔方 西西 提交于 2019-11-30 06:39:18
Steve Tjoa

Yes.

SciPi provides scipy.sparse, a "2-D sparse matrix package for numeric data".

There are seven available sparse matrix types:

  1. csc_matrix: Compressed Sparse Column format
  2. csr_matrix: Compressed Sparse Row format
  3. bsr_matrix: Block Sparse Row format
  4. lil_matrix: List of Lists format
  5. dok_matrix: Dictionary of Keys format
  6. coo_matrix: COOrdinate format (aka IJV, triplet format)
  7. dia_matrix: DIAgonal format
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