Difference between revisions of "Capabilities"

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(Created page with "{| style="wikitable" ! !! Dense Real !! Fixed real !! Dense Complex |- | Basic Arithmetic || X || X || X |- | Element-Wise Ops || X || X || X |- | Determinant || X || X || X...")
 
 
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{| style="wikitable"
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= Linear Algebra Capabilities =
!  !! Dense Real !! Fixed real !! Dense Complex
+
 
 +
{| class="wikitable"
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!  !! Dense Real !! Fixed real !! Dense Complex || Sparse Real
 
|-
 
|-
| Basic Arithmetic || X || X || X
+
| Basic Arithmetic || X || X || X || X
 
|-
 
|-
| Element-Wise Ops || X || X || X
+
| Element-Wise Ops || X || X || X || X
 
|-
 
|-
| Determinant || X || X || X
+
| Transpose || X || X || X || X
 
|-
 
|-
| Inverse || X || X || X
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| Determinant || X || X || X || X
 
|-
 
|-
| Solve m=n || X || X || X
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| Norm || X ||  || X || X
 
|-
 
|-
| Solve m>n || X || X || X
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| Inverse || X || X || X || X
 
|-
 
|-
| LU || X || X || X
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| Solve m=n || X ||  || X || X
 
|-
 
|-
| LUP || X || X || X
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| Solve m>n || X ||  || X || X
 
|-
 
|-
| Cholesky || X || X || X
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| LU || X ||  || X || X
 
|-
 
|-
| QR || X || X || X
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| Cholesky || X ||  || X || X
 
|-
 
|-
| QRP || X || X || X
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| QR || X ||  || X || X
 
|-
 
|-
| SVD || X || X || X
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| QRP || X || || ||
 
|-
 
|-
| Eigen || X || X || X
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| SVD || X ||  || ||
 +
|-
 +
| Eigen Symm || X ||  || ||
 +
|-
 +
| Eigen General || X || || ||
 
|}
 
|}
  
The above table summarizes at a high level the capabilities available by matrix type.  To see a complete list of featurs check out the following classes and factories.  Note that the capabilities also vary by which interface you use.  See interface specific documentation for that information.  Procedural interface supports everything.
+
The above table summarizes at a high level the capabilities available by matrix type.  To see a complete list of features check out the following classes and factories.  Note that the capabilities also vary by which interface you use.  See interface specific documentation for that information.  Procedural interface supports everything.
  
{| style="wikitable"
+
{| class="wikitable"
! Dense Real !! Fixed real !! Dense Complex
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! Ops !! Dense Real !! Fixed real !! Dense Complex || Sparse Real
 
|-
 
|-
| {{OpsDocLink|CommonOps}} || {{DocLink|org/ejml/alg/fixed/FixedOps3.html|FixedOps}} || {{OpsDocLink|CCommonOps}}
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| CommonOps
 +
| {{OpsDocLink|row/CommonOps_DDRM|X}} || {{OpsDocLink|fixed/CommonOps_DDF3|X}} || {{OpsDocLink|row/CommonOps_ZDRM|X}} || {{SparseLink|csc/CommonOps_DSCC|X}}
 
|-
 
|-
| EigenOps ||  ||
+
| EigenOps
 +
| {{OpsDocLink|row/EigenOps_DDRM|X}} ||  || ||
 
|-
 
|-
| MatrixFeatures ||  || CMatrixFeatures
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| MatrixFeatures
 +
| {{OpsDocLink|row/MatrixFeatures_DDRM|X}} ||  || {{OpsDocLink|row/MatrixFeatures_ZDRM|X}} || {{SparseLink|csc/MatrixFeatures_DSCC|X}}
 
|-
 
|-
| MatrixVisualization ||  ||
+
| MatrixVisualization
 +
| {{OpsDocLink|row/MatrixVisualization_DDRM|X}} ||  || ||
 
|-
 
|-
| NormOps ||  || CNormOps
+
| NormOps
 +
| {{OpsDocLink|row/NormOps_DDRM|X}} ||  || {{OpsDocLink|row/NormOps_ZDRM|X}} || {{SparseLink|csc/NormOps_DSCC|X}}
 
|-
 
|-
| RandomMatrices ||  || CRandomMatrices
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| RandomMatrices
 +
| {{OpsDocLink|row/RandomMatrices_DDRM|X}} ||  || {{OpsDocLink|row/RandomMatrices_ZDRM|X}} || {{SparseLink|csc/RandomMatrices_DSCC|X}}
 
|-
 
|-
| SingularOps ||  ||
+
| SingularOps
 +
| {{OpsDocLink|row/SingularOps_DDRM|X}} ||  || ||
 
|-
 
|-
| SpecializedOps ||  || CSpecializedOps
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| SpecializedOps
 +
| {{OpsDocLink|row/SpecializedOps_DDRM|X}} ||  || {{OpsDocLink|row/SpecializedOps_ZDRM|X}} ||
 
|}
 
|}
 +
 +
= Other Features =
 +
 +
File IO
 +
Visualization

Latest revision as of 09:33, 23 January 2021

Linear Algebra Capabilities

Dense Real Fixed real Dense Complex Sparse Real
Basic Arithmetic X X X X
Element-Wise Ops X X X X
Transpose X X X X
Determinant X X X X
Norm X X X
Inverse X X X X
Solve m=n X X X
Solve m>n X X X
LU X X X
Cholesky X X X
QR X X X
QRP X
SVD X
Eigen Symm X
Eigen General X

The above table summarizes at a high level the capabilities available by matrix type. To see a complete list of features check out the following classes and factories. Note that the capabilities also vary by which interface you use. See interface specific documentation for that information. Procedural interface supports everything.

Ops Dense Real Fixed real Dense Complex Sparse Real
CommonOps X X X X
EigenOps X
MatrixFeatures X X X
MatrixVisualization X
NormOps X X X
RandomMatrices X X X
SingularOps X
SpecializedOps X X

Other Features

File IO Visualization