V2EX compressed sparse column

Compressed Sparse Column

定义 Definition

“压缩稀疏列”存储格式(常缩写为 CSC),是一种用来高效表示稀疏矩阵的数据结构:按“列”组织非零元素,把非零值及其行索引顺序存放,并用一个列指针数组标记每一列的数据范围,从而节省内存并加速按列相关的运算。(也常见于科学计算、线性代数库与机器学习实现中。)

发音 Pronunciation (IPA)

/kmprst sprs klm/
/si s si/

例句 Examples

The library stores the matrix in compressed sparse column format to save memory.
该库用压缩稀疏列格式存储矩阵以节省内存。

Because CSC is column-oriented, it can speed up certain factorization and solve routines, but row-wise access may be slower.
由于 CSC 以列为中心,它能加速某些分解与求解过程,但按行访问可能更慢。

词源 Etymology

这是计算数学与计算机科学中的复合术语:compressed(压缩的)指用指针与索引把数据“紧凑”存放;sparse(稀疏的)指矩阵里大量元素为零;column(列)表明按列组织存储。缩写 CSC 来自三个词的首字母。

相关词 Related Words

文献与作品 Literary / Notable Works

  • Direct Methods for Sparse Linear Systems(Timothy A. Davis)
  • Matrix Computations(Gene H. Golub, Charles F. Van Loan)
  • Iterative Methods for Sparse Linear Systems(Yousef Saad)
  • SciPy 文档:稀疏矩阵模块(如 csc_matrix 的说明与示例)
关于     帮助文档     自助推广系统     博客     API     FAQ     Solana     1729 人在线   最高记录 6679       Select Language
创意工作者们的社区
World is powered by solitude
VERSION: 3.9.8.5 7ms UTC 16:18 PVG 00:18 LAX 09:18 JFK 12:18
Do have faith in what you're doing.
ubao msn snddm index pchome yahoo rakuten mypaper meadowduck bidyahoo youbao zxmzxm asda bnvcg cvbfg dfscv mmhjk xxddc yybgb zznbn ccubao uaitu acv GXCV ET GDG YH FG BCVB FJFH CBRE CBC GDG ET54 WRWR RWER WREW WRWER RWER SDG EW SF DSFSF fbbs ubao fhd dfg ewr dg df ewwr ewwr et ruyut utut dfg fgd gdfgt etg dfgt dfgd ert4 gd fgg wr 235 wer3 we vsdf sdf gdf ert xcv sdf rwer hfd dfg cvb rwf afb dfh jgh bmn lgh rty gfds cxv xcv xcs vdas fdf fgd cv sdf tert sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf shasha9178 shasha9178 shasha9178 shasha9178 shasha9178 liflif2 liflif2 liflif2 liflif2 liflif2 liblib3 liblib3 liblib3 liblib3 liblib3 zhazha444 zhazha444 zhazha444 zhazha444 zhazha444 dende5 dende denden denden2 denden21 fenfen9 fenf619 fen619 fenfe9 fe619 sdf sdf sdf sdf sdf zhazh90 zhazh0 zhaa50 zha90 zh590 zho zhoz zhozh zhozho zhozho2 lislis lls95 lili95 lils5 liss9 sdf0ty987 sdft876 sdft9876 sdf09876 sd0t9876 sdf0ty98 sdf0976 sdf0ty986 sdf0ty96 sdf0t76 sdf0876 df0ty98 sf0t876 sd0ty76 sdy76 sdf76 sdf0t76 sdf0ty9 sdf0ty98 sdf0ty987 sdf0ty98 sdf6676 sdf876 sd876 sd876 sdf6 sdf6 sdf9876 sdf0t sdf06 sdf0ty9776 sdf0ty9776 sdf0ty76 sdf8876 sdf0t sd6 sdf06 s688876 sd688 sdf86