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What is a Nonlinear Solver? And How to easily build Newer Ones #345

Merged
merged 76 commits into from
Jan 17, 2024
Merged

What is a Nonlinear Solver? And How to easily build Newer Ones #345

merged 76 commits into from
Jan 17, 2024

Commits on Jan 8, 2024

  1. Clean up the Jacobian and LinSolve code

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  2. More progress on ApproximateJacobian Methods

    @avik-pal
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  3. Implement Descent Directions

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  4. Some working

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  5. Partial implementation of damped newton

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  6. Damped Newton Methods are working

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  7. Line Search cleaned up (nearly)

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  8. Custom Jacobian Operator

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  9. Krylov Operators are working

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  10. Krylov Methods for Normal Form and Non-square jacobians

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  11. Remove the nasty KrylovJtJ handling

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  12. Working Klement

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  13. Removed Broyden Old

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  14. Add GeodesicAcceleration for LM

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  15. Damped Newton for Normal Form

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  16. Robust DampedNewton

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  17. Add a note on damped newton

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  18. Handle damping more generally

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  19. Functional LM

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  20. Trust Region mostly working

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  21. Consolidate the docs a bit

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  22. ForwardDiff bindings

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  23. LBroyden working

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  24. DFSane

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  25. NLsolveJL can now handle sparsity

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  26. CMINPACK and SIAMFANLEquations can now use other AD backends

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  27. Fixed Point Solvers working

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  28. All extension algorithms are working again

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  29. Fix rebase mistake

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  30. Fix up LiFukushimaLineSearch and stats tracking in LineSearch

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  31. Integrate Timer Outputs

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  32. Restore stats

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  33. Pretty printing

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  34. Support alpha scaling

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  35. Restore tracing

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  36. Pretty printing and default methods

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  37. Printing and Minor Correctness Fixes

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  38. Fix some of the other algorithms

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    avik-pal committed Jan 8, 2024
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  39. More bug fixes in LM

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    avik-pal committed Jan 8, 2024
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  40. Fixed LM

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    avik-pal committed Jan 8, 2024
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  41. Formatter

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  42. Enable precompilation for the most part

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  43. Enable all precompilation

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  44. Trust Region all schemes working and tested on NLLS problems

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  45. PolyAlgorithm tests are working

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Commits on Jan 9, 2024

  1. Re-enable GPU testing

    @avik-pal
    avik-pal committed Jan 9, 2024
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  2. Re-enable all Micellaneous Testing

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    avik-pal committed Jan 9, 2024
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  3. ForwardDiff tests

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    avik-pal committed Jan 9, 2024
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  4. Add the manifest for testing

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    avik-pal committed Jan 9, 2024
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  5. Add reinit

    @avik-pal
    avik-pal committed Jan 9, 2024
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Commits on Jan 10, 2024

  1. Most tests now pass

    @avik-pal
    avik-pal committed Jan 10, 2024
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  2. Handle aliasing in Linear Solve properly

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  3. Run the formatter

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Commits on Jan 11, 2024

  1. Clean up and standardize some of the docs

    @avik-pal
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  2. Track down performance pitfalls and purge dynamic dispatches and allo… 

    …cations
    @avik-pal
    avik-pal committed Jan 11, 2024
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  3. Update the FAQ and tutorials

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    avik-pal committed Jan 11, 2024
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Commits on Jan 12, 2024

  1. Move things around a bit

    @avik-pal
    avik-pal committed Jan 12, 2024
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  2. Dropping 1.9 support SciML/SymbolicIndexingInterface.jl#34

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    avik-pal committed Jan 12, 2024
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Commits on Jan 14, 2024

  1. Up Manifest

    @avik-pal
    avik-pal committed Jan 14, 2024
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  2. Finish diagnostics API tutorial

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    avik-pal committed Jan 14, 2024
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Commits on Jan 15, 2024

  1. Detailed development docs

    @avik-pal
    avik-pal committed Jan 15, 2024
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  2. Missing docs

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    avik-pal committed Jan 15, 2024
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  3. Remaining documentation

    @avik-pal
    avik-pal committed Jan 15, 2024
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  4. Remove Manifest

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    avik-pal committed Jan 15, 2024
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  5. Compat

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  6. Fix docs

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    avik-pal committed Jan 15, 2024
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  7. Support alpha scaling for LBroyden

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    avik-pal committed Jan 15, 2024
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  8. Special case for static arrays in FastLM

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    avik-pal committed Jan 15, 2024
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  9. Disable reinit on LSO cache

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    avik-pal committed Jan 15, 2024
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  10. Lower bounding compat entries

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    avik-pal committed Jan 15, 2024
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Commits on Jan 16, 2024

  1. Update docs/src/native/simplenonlinearsolve.md

    @ChrisRackauckas
    ChrisRackauckas committed Jan 16, 2024
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  2. Address some of the comments

    @avik-pal
    avik-pal committed Jan 16, 2024
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  3. Run formatter

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    avik-pal committed Jan 16, 2024
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  4. Dont dispatch on init and solve!

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    avik-pal committed Jan 16, 2024
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Commits on Jan 17, 2024

  1. Don't test enzyme on windows

    @avik-pal
    avik-pal committed Jan 17, 2024
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  2. Fix formatting

    @avik-pal
    avik-pal committed Jan 17, 2024
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