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Add second-order, forward-mode automatic differentiation #28

Merged
merged 33 commits into from
Nov 25, 2023
Merged

Add second-order, forward-mode automatic differentiation #28

merged 33 commits into from
Nov 25, 2023

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HamletTanyavong
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  • Create HyperDual for second-order, forward-mode autodiff
  • Create IDual interface with definitions for shared Dual and HyperDual methods
  • Update tests
  • Remove IComplex type parameter constraint from IDifferentiableFunctions
  • Add method for computing Hessians in forward and reverse-mode
  • Update documentation site
  • Various other minor changes

@HamletTanyavong
Update using directives in code blocks
8e89475
@HamletTanyavong
Rename test class
bf93fe9
@HamletTanyavong
Remove IComplex
956d6c1
@HamletTanyavong
Create and use IDual interface
8ac04e9
@HamletTanyavong
Update HessianTapeOfRealTests.cs
ca7352f 
- Move line
@HamletTanyavong
Define and implement CreateVariable methods
88fc23f
@HamletTanyavong
Support any type that implements IDual
b17eb14 
- Update tests
@HamletTanyavong
Create HyperDual.cs
8811579
@HamletTanyavong
Remove explicit operator
33fcd5b 
- Use CreateVariable in tests
- Fix DirectionalDerivative test
@HamletTanyavong
Add type parameter constraint
80b9e34
@HamletTanyavong
Add method for computing Laplacians
6400c9b
@HamletTanyavong
Fix method
aa9719c
@HamletTanyavong
Add method for creating seeds with two seed values
5800b66
@HamletTanyavong
Add type parameter constraint
4e73adb
@HamletTanyavong
Use generic helper functions
9b70b25 
- Remove static using directive
@HamletTanyavong
Add test for Laplacian calculations
6069213
@HamletTanyavong
Fix parameter type
05c9fc8
@HamletTanyavong
Add method for computing Hessians in reverse mode
129d9e4 
- Add test for the method
@HamletTanyavong
Add new properties
abb31f2 
- Update documentation comments
- Update Laplacian to use new properties
@HamletTanyavong
Reduce division expression
cf856c0
@HamletTanyavong
Use in keyword instead of ref
905db15
@HamletTanyavong
Add method for computing Hessians
272c229
@HamletTanyavong
Update AutoDiffExtensions.cs
6c91902 
- Update comment
@HamletTanyavong
Add support for custom operations
566064b
@HamletTanyavong
Define and implement method for variable creation
e238b8e
@HamletTanyavong
Update documentation comments
b60eae9
@HamletTanyavong
Fix division
d607390
@HamletTanyavong
Rename test class
a9918b4 
- Remove Laplacian test; this will be moved to a new test class.
@HamletTanyavong
Create DualVector3OfHyperDualOfRealTests.cs
3170c3c 
- Add Laplacian test
@HamletTanyavong
Add page for second-order forward-mode autodiff
40c6c7b
@HamletTanyavong HamletTanyavong merged commit efeabd1 into main Nov 25, 2023
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@HamletTanyavong