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Add support for alternative automatic differentiation backends #11

Merged
merged 25 commits into from
Oct 6, 2024
Merged

Add support for alternative automatic differentiation backends #11

merged 25 commits into from
Oct 6, 2024

Commits on Sep 20, 2024

  1. Add JAX differential operators for JAX backend

    @matt-graham
    matt-graham committed Sep 20, 2024
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  2. Initial generalization of autodiff fallback to allow different backends

    @matt-graham
    matt-graham committed Sep 20, 2024
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Commits on Sep 26, 2024

  1. Add missing VJP and value operator to Autograd wrapper

    @matt-graham
    matt-graham committed Sep 26, 2024
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  2. Complete JAX differential operators 

    Deals with detupleifying VJPs and removes internal jitting
    @matt-graham
    matt-graham committed Sep 26, 2024
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  3. Feed through backend in to systems and wrap base functions

    @matt-graham
    matt-graham committed Sep 26, 2024
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  4. Add SymNum backend option

    @matt-graham
    matt-graham committed Sep 26, 2024
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  5. Set default backend dynamically based on availability

    @matt-graham
    matt-graham committed Sep 26, 2024
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Commits on Sep 30, 2024

  1. Remove unused imports

    @matt-graham
    matt-graham committed Sep 30, 2024
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  2. Rename and add optional dependency groups

    @matt-graham
    matt-graham committed Sep 30, 2024
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  3. Update README example to SymNum + update autodiff support description

    @matt-graham
    matt-graham committed Sep 30, 2024
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  4. Reformat badges

    @matt-graham
    matt-graham committed Sep 30, 2024
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  5. Add new lines around badges div

    @matt-graham
    matt-graham committed Sep 30, 2024
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Commits on Oct 5, 2024

  1. Remove use of vectorization trick in autograd diffops

    @matt-graham
    matt-graham committed Oct 5, 2024
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  2. Add autodiff tests

    @matt-graham
    matt-graham committed Oct 5, 2024
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  3. Make autodiff subpackage + add details of backends to docstring

    @matt-graham
    matt-graham committed Oct 5, 2024
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  4. Correct name of nested function

    @matt-graham
    matt-graham committed Oct 5, 2024
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  5. Remove use of unary_to_nary in autograd wrapper

    @matt-graham
    matt-graham committed Oct 5, 2024
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  6. Install jax and symnum in tox tests environment

    @matt-graham
    matt-graham committed Oct 5, 2024
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  7. Enable JAX x64 mode in tests

    @matt-graham
    matt-graham committed Oct 5, 2024
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  8. Remove strict keyword from zip

    @matt-graham
    matt-graham committed Oct 5, 2024
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  9. Remove strict argument from zip

    @matt-graham
    matt-graham committed Oct 5, 2024
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  10. Explicitly set None backend in interop functions

    @matt-graham
    matt-graham committed Oct 5, 2024
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  11. Bump minimum SymNum version

    @matt-graham
    matt-graham committed Oct 5, 2024
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  12. Drop Python 3.9 support and add Python 3.12 to test matrix

    @matt-graham
    matt-graham committed Oct 5, 2024
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Commits on Oct 6, 2024

  1. Default to no autodiff backend

    @matt-graham
    matt-graham committed Oct 6, 2024
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