Statements (69)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:software
|
| gptkbp:bfsLayer |
4
|
| gptkbp:bfsParent |
gptkb:Julia_Language
|
| gptkbp:dependency |
gptkb:Linear_Algebra.jl
|
| gptkbp:developed_by |
gptkb:Julia_Lang
|
| https://www.w3.org/2000/01/rdf-schema#label |
Sparse Arrays.jl
|
| gptkbp:includes |
sparse matrix types
|
| gptkbp:integrates_with |
gptkb:Differential_Equations.jl
Optimization.jl |
| gptkbp:is_compatible_with |
gptkb:Julia_1.0
|
| gptkbp:is_used_by |
data scientists
machine learning practitioners |
| gptkbp:latest_version |
1.0.0
|
| gptkbp:offers |
efficient storage for large matrices
|
| gptkbp:provides |
sparse matrix operations
sparse matrix support matrix multiplication for sparse matrices sparse LU decomposition sparse QR decomposition sparse eigenvalue problems sparse linear solvers sparse matrix algorithms sparse matrix assembly sparse matrix benchmarks sparse matrix conversion sparse matrix documentation sparse matrix examples sparse matrix factorization sparse matrix frameworks sparse matrix import/export sparse matrix metrics sparse matrix properties sparse matrix research sparse matrix scaling sparse matrix serialization sparse matrix tutorials sparse matrix utilities sparse matrix visualization |
| gptkbp:repository |
https://github.com/ Julia Lang/ Sparse Arrays.jl
|
| gptkbp:supports |
element-wise operations
GPU acceleration parallel computing matrix inversion multi-threading custom sparse matrix types matrix condition numbers matrix norms matrix transposition sparse Cholesky decomposition sparse SVD sparse matrix addition sparse matrix applications sparse matrix development sparse matrix indexing sparse matrix libraries sparse matrix subtraction sparse matrix transformations sparse vector operations |
| gptkbp:used_in |
image processing
scientific computing statistical analysis signal processing numerical simulations network analysis machine learning models graph algorithms |
| gptkbp:utilizes |
compressed sparse column format
compressed sparse row format |
| gptkbp:written_in |
gptkb:Julia
|